dataset
stringclasses 6
values | model
stringclasses 13
values | seed
int64 42
46
| n_topics
int64 10
50
| topic_descriptions
sequencelengths 1
50
| runtime_s
float64 0.93
52.3k
| encoder
stringclasses 5
values | diversity
float64 0.09
1
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float64 -0.38
0.21
| wec_ex
float64 0.11
0.49
| wec_in
float64 0.07
0.94
|
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BBC News | LDA | 44 | 10 | [
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] | 7.120191 | all-MiniLM-L6-v2 | 0.38 | -0.066984 | 0.272868 | 0.616128 |
BBC News | LDA | 45 | 10 | [
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] | 7.561406 | all-MiniLM-L6-v2 | 0.3 | -0.024715 | 0.299278 | 0.56469 |
BBC News | LDA | 46 | 10 | [
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BBC News | LDA | 43 | 20 | [
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] | 21.116499 | all-MiniLM-L6-v2 | 0.44 | -0.052568 | 0.239254 | 0.636941 |
BBC News | LDA | 44 | 20 | [
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] | 18.457436 | all-MiniLM-L6-v2 | 0.375 | -0.059943 | 0.229227 | 0.648537 |
BBC News | LDA | 45 | 20 | [
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] | 18.64522 | all-MiniLM-L6-v2 | 0.43 | -0.044596 | 0.233811 | 0.644392 |
BBC News | LDA | 46 | 20 | [
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BBC News | LDA | 43 | 30 | [
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BBC News | LDA | 44 | 30 | [
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BBC News | LDA | 45 | 30 | [
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BBC News | LDA | 46 | 30 | [
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BBC News | LDA | 43 | 40 | [
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BBC News | LDA | 44 | 40 | [
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] | 96.337933 | all-MiniLM-L6-v2 | 0.3875 | -0.065258 | 0.209363 | 0.687792 |
BBC News | LDA | 45 | 40 | [
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] | 99.632179 | all-MiniLM-L6-v2 | 0.3675 | -0.055745 | 0.215555 | 0.664553 |
BBC News | LDA | 46 | 40 | [
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] | 97.601333 | all-MiniLM-L6-v2 | 0.3875 | -0.089569 | 0.205721 | 0.711061 |
BBC News | LDA | 43 | 50 | [
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BBC News | LDA | 44 | 50 | [
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BBC News | LDA | 45 | 50 | [
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BBC News | LDA | 46 | 50 | [
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BBC News | Top2Vec | 43 | 10 | [
[
"gb",
"rumours",
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]
] | 681.430231 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.926751 |
BBC News | Top2Vec | 44 | 10 | [
[
"firms",
"rumours",
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"gb",
"tory",
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]
] | 705.678227 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.931678 |
BBC News | Top2Vec | 45 | 10 | [
[
"firms",
"rumours",
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"gb",
"tory",
"recession",
"reuters",
"hugely",
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]
] | 962.083196 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.925995 |
BBC News | Top2Vec | 46 | 10 | [
[
"firms",
"rumours",
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"gb",
"tory",
"recession",
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] | 882.73221 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.936755 |
BBC News | Top2Vec | 43 | 20 | [
[
"gb",
"rumours",
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] | 884.211102 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.928786 |
BBC News | Top2Vec | 44 | 20 | [
[
"firms",
"rumours",
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"gb",
"tory",
"recession",
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] | 908.418041 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.928124 |
BBC News | Top2Vec | 45 | 20 | [
[
"firms",
"rumours",
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"gb",
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"recession",
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] | 880.946069 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.931769 |
BBC News | Top2Vec | 46 | 20 | [
[
"firms",
"rumours",
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"gb",
"tory",
"recession",
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"hugely",
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] | 890.553826 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.926704 |
BBC News | Top2Vec | 43 | 30 | [
[
"gb",
"rumours",
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"firms",
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] | 844.16055 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.931424 |
BBC News | Top2Vec | 44 | 30 | [
[
"firms",
"rumours",
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"gb",
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] | 956.630387 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.935913 |
BBC News | Top2Vec | 45 | 30 | [
[
"firms",
"rumours",
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"gb",
"tory",
"recession",
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] | 860.912418 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.932852 |
BBC News | Top2Vec | 46 | 30 | [
[
"firms",
"rumours",
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"gb",
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"recession",
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] | 858.261768 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.928828 |
BBC News | Top2Vec | 43 | 40 | [
[
"gb",
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"firms",
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] | 769.998775 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.933472 |
BBC News | Top2Vec | 44 | 40 | [
[
"firms",
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],
[
"olympic",
"competing",
"runner",
"runners",
"sprinter",
"athlete",
"olympics",
"compete",
"athletics",
"wimbledon"
]
] | 876.691052 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.935447 |
BBC News | Top2Vec | 45 | 40 | [
[
"firms",
"rumours",
"prospects",
"gb",
"tory",
"recession",
"reuters",
"hugely",
"gdp",
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],
[
"midfield",
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],
[
"olympic",
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],
[
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[
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]
] | 853.839961 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.92655 |
BBC News | Top2Vec | 46 | 40 | [
[
"firms",
"rumours",
"prospects",
"gb",
"tory",
"recession",
"reuters",
"hugely",
"gdp",
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],
[
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[
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[
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[
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]
] | 858.121633 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.926847 |
BBC News | Top2Vec | 43 | 50 | [
[
"gb",
"rumours",
"recession",
"firms",
"tory",
"prospects",
"reuters",
"hugely",
"markets",
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],
[
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[
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],
[
"olympic",
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],
[
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"competing",
"runner",
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]
] | 1,002.586695 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.932913 |
BBC News | Top2Vec | 44 | 50 | [
[
"firms",
"rumours",
"prospects",
"gb",
"tory",
"recession",
"reuters",
"hugely",
"gdp",
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],
[
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],
[
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],
[
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[
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"competing",
"runner",
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]
] | 777.255818 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.939 |
BBC News | Top2Vec | 45 | 50 | [
[
"firms",
"rumours",
"prospects",
"gb",
"tory",
"recession",
"reuters",
"hugely",
"gdp",
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[
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],
[
"olympic",
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],
[
"federer",
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[
"olympic",
"competing",
"runner",
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"wimbledon"
]
] | 897.896514 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.933757 |
BBC News | Top2Vec | 46 | 50 | [
[
"firms",
"rumours",
"prospects",
"gb",
"tory",
"recession",
"reuters",
"hugely",
"gdp",
"markets"
],
[
"midfield",
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],
[
"federer",
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],
[
"olympic",
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"doping",
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],
[
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"competing",
"runner",
"runners",
"sprinter",
"athlete",
"olympics",
"compete",
"athletics",
"wimbledon"
]
] | 859.604907 | all-MiniLM-L6-v2 | 0.78 | -0.296246 | 0.264193 | 0.937207 |
BBC News | GMM | 43 | 10 | [
[
"olympic",
"champion",
"indoor",
"title",
"final",
"athens",
"her",
"race",
"tennis",
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],
[
"party",
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],
[
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[
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],
[
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],
[
"hunting",
"show",
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],
[
"yukos",
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],
[
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],
[
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"rap",
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],
[
"side",
"rugby",
"england",
"ireland",
"coach",
"wales",
"club",
"liverpool",
"cup",
"chelsea"
]
] | 2.33734 | all-MiniLM-L6-v2 | 1 | 0.038524 | 0.241547 | 0.929776 |
BBC News | GMM | 44 | 10 | [
[
"champion",
"indoor",
"her",
"olympic",
"final",
"title",
"athens",
"race",
"holmes",
"tennis"
],
[
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[
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],
[
"software",
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],
[
"yukos",
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],
[
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],
[
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],
[
"economy",
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"rate"
],
[
"film",
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"best",
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],
[
"song",
"music",
"band",
"album",
"chart",
"rock",
"singer",
"hip",
"hop",
"songs"
]
] | 2.316499 | all-MiniLM-L6-v2 | 0.99 | 0.086917 | 0.211354 | 0.933382 |
BBC News | GMM | 45 | 10 | [
[
"side",
"rugby",
"england",
"ireland",
"coach",
"wales",
"club",
"liverpool",
"cup",
"chelsea"
],
[
"album",
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],
[
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[
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],
[
"china",
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[
"phone",
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],
[
"party",
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[
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[
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],
[
"final",
"champion",
"indoor",
"title",
"olympic",
"her",
"athens",
"race",
"holmes",
"tennis"
]
] | 2.470463 | all-MiniLM-L6-v2 | 0.99 | 0.088484 | 0.225886 | 0.928585 |
BBC News | GMM | 46 | 10 | [
[
"song",
"band",
"singer",
"music",
"album",
"chart",
"hip",
"rock",
"hop",
"rap"
],
[
"england",
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],
[
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[
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],
[
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],
[
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],
[
"comedy",
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],
[
"technology",
"digital",
"apple",
"mobile",
"sony",
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],
[
"mps",
"human",
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],
[
"yukos",
"company",
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"firm",
"shares",
"oil",
"deal",
"financial",
"state"
]
] | 2.544265 | all-MiniLM-L6-v2 | 1 | 0.066959 | 0.217464 | 0.925677 |
BBC News | GMM | 43 | 20 | [
[
"club",
"rugby",
"liverpool",
"contract",
"league",
"arsenal",
"manager",
"season",
"wales",
"him"
],
[
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],
[
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[
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],
[
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],
[
"brother",
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],
[
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[
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],
[
"band",
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"robbie",
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"stone",
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],
[
"goal",
"liverpool",
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"arsenal",
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],
[
"roddick",
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],
[
"slowdown",
"increase",
"minimum",
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"mortgage",
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],
[
"england",
"ireland",
"rugby",
"robinson",
"six",
"france",
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],
[
"banned",
"athletes",
"test",
"tests",
"drugs",
"greek",
"doping",
"athens",
"collins",
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],
[
"peer",
"net",
"search",
"broadband",
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"web",
"users",
"bt",
"file",
"service"
],
[
"police",
"law",
"rights",
"human",
"terror",
"lord",
"trial",
"hunting",
"lords",
"ministers"
],
[
"china",
"countries",
"tsunami",
"aid",
"airlines",
"state",
"economic",
"bank",
"debt",
"foreign"
],
[
"spam",
"microsoft",
"software",
"sites",
"virus",
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"attacks",
"mail",
"windows",
"mails"
],
[
"yukos",
"oil",
"gazprom",
"russian",
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"auction",
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],
[
"indoor",
"olympic",
"race",
"holmes",
"60m",
"gold",
"championships",
"champion",
"gardener",
"jump"
]
] | 3.456993 | all-MiniLM-L6-v2 | 0.95 | 0.095863 | 0.216169 | 0.935849 |
BBC News | GMM | 44 | 20 | [
[
"van",
"death",
"film",
"dutch",
"actor",
"la",
"lee",
"directed",
"festival",
"episode"
],
[
"liverpool",
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],
[
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],
[
"phone",
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],
[
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],
[
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[
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],
[
"dollar",
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],
[
"starring",
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],
[
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],
[
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],
[
"virus",
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"microsoft",
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"site",
"mail",
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],
[
"growth",
"rates",
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"rate",
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"rise",
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],
[
"seed",
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],
[
"election",
"party",
"labour",
"blair",
"howard",
"tory",
"leader",
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"brown",
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],
[
"mac",
"mini",
"computer",
"gadgets",
"machine",
"apple",
"digital",
"gadget",
"pc",
"computing"
],
[
"ireland",
"england",
"rugby",
"wales",
"nations",
"robinson",
"six",
"squad",
"coach",
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],
[
"halo",
"sony",
"psp",
"xbox",
"gamers",
"games",
"console",
"dvd",
"nintendo",
"gaming"
],
[
"song",
"album",
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],
[
"minimum",
"tax",
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"increase",
"poverty",
"brown",
"local",
"income",
"budget",
"pay"
]
] | 3.607473 | all-MiniLM-L6-v2 | 0.925 | 0.077638 | 0.215931 | 0.941662 |
BBC News | GMM | 45 | 20 | [
[
"football",
"league",
"liverpool",
"manager",
"club",
"chelsea",
"arsenal",
"united",
"mourinho",
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],
[
"her",
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],
[
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],
[
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[
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],
[
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],
[
"party",
"labour",
"blair",
"election",
"howard",
"lord",
"leader",
"prime",
"minister",
"tory"
],
[
"economy",
"deficit",
"dollar",
"exports",
"growth",
"economic",
"china",
"currency",
"trade",
"euro"
],
[
"firm",
"yukos",
"deutsche",
"company",
"oil",
"gazprom",
"shares",
"stock",
"bid",
"russian"
],
[
"holmes",
"indoor",
"championships",
"race",
"olympic",
"60m",
"champion",
"gold",
"gardener",
"jump"
],
[
"music",
"album",
"song",
"band",
"chart",
"hip",
"hop",
"rock",
"singer",
"songs"
],
[
"ball",
"penalty",
"england",
"side",
"gara",
"try",
"half",
"minutes",
"ireland",
"italy"
],
[
"search",
"broadband",
"net",
"users",
"phone",
"internet",
"bt",
"service",
"mobile",
"calls"
],
[
"xbox",
"profit",
"india",
"air",
"market",
"shares",
"sales",
"china",
"profits",
"airline"
],
[
"nations",
"coach",
"wales",
"rugby",
"lions",
"squad",
"england",
"robinson",
"six",
"injury"
],
[
"microsoft",
"users",
"attacks",
"programs",
"mail",
"spam",
"sites",
"software",
"security",
"virus"
],
[
"gadget",
"mini",
"sony",
"apple",
"mac",
"portable",
"phones",
"mobile",
"gadgets",
"digital"
],
[
"film",
"films",
"dvd",
"box",
"comedy",
"office",
"movie",
"festival",
"starring",
"sequel"
],
[
"federer",
"match",
"seed",
"tennis",
"australian",
"henman",
"open",
"roddick",
"champion",
"round"
],
[
"rates",
"housing",
"prices",
"sales",
"bank",
"slowdown",
"retail",
"mortgage",
"rise",
"figures"
]
] | 3.521343 | all-MiniLM-L6-v2 | 0.945 | 0.087512 | 0.209168 | 0.938067 |
BBC News | GMM | 46 | 20 | [
[
"hunting",
"ban",
"law",
"hunt",
"sports",
"bill",
"supporters",
"communities",
"parliament",
"council"
],
[
"liverpool",
"club",
"manager",
"football",
"chelsea",
"arsenal",
"league",
"mourinho",
"champions",
"united"
],
[
"minutes",
"goal",
"half",
"ball",
"side",
"try",
"penalty",
"scored",
"ireland",
"minute"
],
[
"exports",
"china",
"currency",
"trade",
"deficit",
"dollar",
"budget",
"bush",
"economic",
"euro"
],
[
"election",
"labour",
"howard",
"blair",
"leader",
"party",
"tory",
"brown",
"prime",
"tories"
],
[
"digital",
"search",
"tv",
"technology",
"web",
"broadband",
"content",
"net",
"users",
"programmes"
],
[
"films",
"oscar",
"actor",
"award",
"awards",
"film",
"actress",
"best",
"comedy",
"director"
],
[
"mobile",
"phones",
"phone",
"mobiles",
"3g",
"bt",
"broadband",
"networks",
"service",
"services"
],
[
"human",
"rights",
"law",
"lords",
"asylum",
"terror",
"police",
"lord",
"secretary",
"clarke"
],
[
"shares",
"deutsche",
"stock",
"euros",
"profits",
"bid",
"exchange",
"company",
"deal",
"takeover"
],
[
"seed",
"henman",
"open",
"roddick",
"australian",
"tennis",
"match",
"round",
"federer",
"champion"
],
[
"coach",
"squad",
"england",
"rugby",
"nations",
"wales",
"robinson",
"lions",
"six",
"ireland"
],
[
"countries",
"tsunami",
"aid",
"aids",
"brown",
"budget",
"report",
"straw",
"poverty",
"social"
],
[
"album",
"pop",
"rock",
"music",
"singer",
"artists",
"stone",
"chart",
"band",
"song"
],
[
"gadget",
"nintendo",
"mac",
"mini",
"apple",
"sony",
"games",
"machine",
"dvd",
"console"
],
[
"rates",
"economy",
"growth",
"rate",
"rise",
"prices",
"minimum",
"figures",
"economic",
"sales"
],
[
"spam",
"site",
"software",
"security",
"virus",
"microsoft",
"users",
"attacks",
"sites",
"websites"
],
[
"yukos",
"gazprom",
"russian",
"gas",
"company",
"oil",
"russia",
"bankruptcy",
"firm",
"auction"
],
[
"championships",
"indoor",
"athens",
"race",
"holmes",
"olympic",
"gold",
"champion",
"60m",
"doping"
],
[
"court",
"executives",
"firms",
"charges",
"fraud",
"lawsuit",
"sec",
"sullivan",
"lawyers",
"insurance"
]
] | 3.634648 | all-MiniLM-L6-v2 | 0.955 | 0.076976 | 0.209557 | 0.932151 |
BBC News | GMM | 43 | 30 | [
[
"manager",
"club",
"liverpool",
"smith",
"manchester",
"steven",
"football",
"united",
"stadium",
"squad"
],
[
"silk",
"party",
"id",
"commons",
"mp",
"voting",
"secretary",
"cards",
"leader",
"vote"
],
[
"technology",
"computer",
"digital",
"content",
"project",
"devices",
"linux",
"device",
"light",
"computing"
],
[
"yukos",
"oil",
"russia",
"company",
"firm",
"gas",
"gazprom",
"russian",
"bankruptcy",
"state"
],
[
"holmes",
"championships",
"olympic",
"indoor",
"60m",
"race",
"champion",
"gold",
"gardener",
"jump"
],
[
"robbie",
"stone",
"song",
"music",
"rock",
"singer",
"band",
"album",
"pop",
"chart"
],
[
"economy",
"growth",
"japan",
"rate",
"domestic",
"demand",
"economic",
"unemployment",
"exports",
"quarter"
],
[
"box",
"film",
"films",
"dvd",
"starring",
"office",
"bond",
"movie",
"book",
"festival"
],
[
"microsoft",
"security",
"search",
"virus",
"spam",
"site",
"attacks",
"google",
"mail",
"users"
],
[
"manager",
"league",
"champions",
"arsenal",
"mourinho",
"chelsea",
"club",
"madrid",
"football",
"uefa"
],
[
"half",
"france",
"rugby",
"italy",
"ireland",
"gara",
"wales",
"nations",
"side",
"victory"
],
[
"mobile",
"broadband",
"bt",
"phones",
"phone",
"mobiles",
"tv",
"services",
"3g",
"net"
],
[
"brown",
"income",
"local",
"pay",
"increase",
"minimum",
"council",
"workers",
"tax",
"pension"
],
[
"shares",
"stock",
"deutsche",
"china",
"exchange",
"bid",
"deal",
"company",
"airline",
"profits"
],
[
"rights",
"human",
"law",
"police",
"lord",
"hunting",
"trial",
"lords",
"terror",
"suspects"
],
[
"minutes",
"goal",
"chelsea",
"united",
"liverpool",
"side",
"league",
"scored",
"barcelona",
"newcastle"
],
[
"exports",
"deficit",
"trade",
"currency",
"dollar",
"bush",
"budget",
"china",
"euro",
"economic"
],
[
"housing",
"prices",
"rates",
"sales",
"retail",
"rise",
"mortgage",
"bank",
"slowdown",
"december"
],
[
"eu",
"lisbon",
"airlines",
"commission",
"passengers",
"companies",
"targets",
"source",
"european",
"firms"
],
[
"drugs",
"doping",
"olympics",
"tests",
"banned",
"test",
"athletes",
"athens",
"greek",
"collins"
],
[
"piracy",
"spanish",
"hip",
"sharing",
"files",
"music",
"hop",
"file",
"peer",
"apple"
],
[
"davis",
"tennis",
"seed",
"henman",
"roddick",
"federer",
"match",
"cup",
"australian",
"open"
],
[
"sony",
"games",
"mini",
"machine",
"mac",
"nintendo",
"gadget",
"apple",
"gaming",
"console"
],
[
"best",
"actress",
"awards",
"award",
"oscar",
"film",
"actor",
"aviator",
"prize",
"nominated"
],
[
"open",
"seed",
"australian",
"round",
"match",
"champion",
"her",
"tennis",
"williams",
"beat"
],
[
"robinson",
"rugby",
"england",
"lions",
"squad",
"woodward",
"bath",
"nations",
"six",
"wales"
],
[
"comedy",
"show",
"lee",
"mtv",
"series",
"tv",
"host",
"shows",
"television",
"award"
],
[
"brother",
"show",
"celebrity",
"bell",
"viewers",
"channel",
"favourite",
"her",
"audience",
"she"
],
[
"tsunami",
"affected",
"aid",
"disaster",
"text",
"asia",
"relief",
"damage",
"billion",
"travel"
],
[
"labour",
"election",
"howard",
"party",
"prime",
"blair",
"brown",
"tory",
"chancellor",
"tories"
]
] | 4.281081 | all-MiniLM-L6-v2 | 0.896667 | 0.046117 | 0.191384 | 0.932783 |
BBC News | GMM | 44 | 30 | [
[
"la",
"dutch",
"image",
"lee",
"picture",
"van",
"festival",
"bond",
"episode",
"film"
],
[
"squad",
"lions",
"rugby",
"england",
"woodward",
"robinson",
"coach",
"nations",
"wales",
"injury"
],
[
"aid",
"tsunami",
"countries",
"poverty",
"africa",
"aids",
"straw",
"finance",
"foreign",
"brown"
],
[
"definition",
"dvd",
"peer",
"file",
"high",
"dvds",
"format",
"studios",
"content",
"ray"
],
[
"firm",
"yukos",
"gazprom",
"bankruptcy",
"russia",
"company",
"russian",
"sec",
"court",
"firms"
],
[
"suspects",
"trial",
"hunting",
"rights",
"police",
"terror",
"lords",
"human",
"law",
"powers"
],
[
"election",
"minimum",
"tories",
"council",
"taxes",
"brown",
"tax",
"workers",
"pension",
"local"
],
[
"holmes",
"championships",
"olympic",
"indoor",
"60m",
"race",
"champion",
"gold",
"gardener",
"jump"
],
[
"power",
"technology",
"light",
"computer",
"digital",
"laptops",
"electronics",
"ces",
"technologies",
"devices"
],
[
"phones",
"mobiles",
"3g",
"mobile",
"phone",
"handsets",
"services",
"technology",
"operators",
"networks"
],
[
"lisbon",
"quarter",
"domestic",
"unemployment",
"spending",
"growth",
"economic",
"economy",
"rate",
"jobs"
],
[
"december",
"rates",
"retail",
"sales",
"housing",
"prices",
"mortgage",
"bank",
"figures",
"retailers"
],
[
"brother",
"cent",
"50",
"her",
"show",
"jackson",
"mtv",
"singer",
"celebrity",
"star"
],
[
"chelsea",
"league",
"liverpool",
"steven",
"united",
"manager",
"newcastle",
"goals",
"club",
"goal"
],
[
"exports",
"deficit",
"trade",
"currency",
"dollar",
"china",
"euro",
"bush",
"prices",
"budget"
],
[
"open",
"federer",
"roddick",
"henman",
"round",
"tennis",
"australian",
"match",
"seed",
"champion"
],
[
"gadget",
"sony",
"machine",
"mac",
"apple",
"nintendo",
"mini",
"ipod",
"console",
"pc"
],
[
"traffic",
"site",
"sites",
"mail",
"attacks",
"spam",
"spammers",
"mails",
"websites",
"information"
],
[
"blair",
"lord",
"minister",
"prime",
"chancellor",
"labour",
"leader",
"howard",
"election",
"brown"
],
[
"england",
"ireland",
"try",
"side",
"half",
"gara",
"italy",
"nations",
"wales",
"victory"
],
[
"oscar",
"actress",
"awards",
"award",
"film",
"aviator",
"best",
"prize",
"actor",
"nominated"
],
[
"comedy",
"starring",
"box",
"films",
"actor",
"film",
"movie",
"office",
"sequel",
"oscar"
],
[
"chelsea",
"arsenal",
"league",
"real",
"mourinho",
"madrid",
"club",
"football",
"barcelona",
"champions"
],
[
"internet",
"users",
"bt",
"broadband",
"net",
"search",
"web",
"google",
"online",
"tv"
],
[
"stock",
"shares",
"bid",
"exchange",
"euros",
"deutsche",
"profits",
"london",
"airline",
"airlines"
],
[
"security",
"virus",
"software",
"microsoft",
"windows",
"programs",
"program",
"viruses",
"users",
"malicious"
],
[
"hip",
"stone",
"album",
"singer",
"rock",
"song",
"music",
"band",
"hop",
"chart"
],
[
"gas",
"oil",
"india",
"indian",
"production",
"company",
"energy",
"japan",
"plant",
"firm"
],
[
"athens",
"banned",
"greek",
"doping",
"drugs",
"tests",
"collins",
"olympics",
"athletes",
"test"
],
[
"party",
"lib",
"silk",
"election",
"vote",
"kennedy",
"labour",
"tories",
"howard",
"parties"
]
] | 4.18779 | all-MiniLM-L6-v2 | 0.92 | 0.071215 | 0.205344 | 0.933113 |
BBC News | GMM | 45 | 30 | [
[
"chelsea",
"madrid",
"club",
"arsenal",
"manager",
"liverpool",
"league",
"football",
"city",
"contract"
],
[
"broadband",
"phone",
"phones",
"mobile",
"3g",
"bt",
"services",
"tv",
"mobiles",
"net"
],
[
"pension",
"local",
"workers",
"council",
"tax",
"minimum",
"age",
"pay",
"increase",
"pensions"
],
[
"microsoft",
"search",
"engines",
"engine",
"google",
"web",
"ask",
"users",
"internet",
"results"
],
[
"open",
"roddick",
"seed",
"match",
"round",
"beat",
"champion",
"australian",
"final",
"tennis"
],
[
"films",
"box",
"film",
"movie",
"festival",
"office",
"bond",
"starring",
"comedy",
"lee"
],
[
"exports",
"trade",
"japan",
"yuan",
"chinese",
"china",
"dollar",
"japanese",
"growth",
"industrial"
],
[
"firm",
"corporate",
"sec",
"company",
"fraud",
"companies",
"insurance",
"firms",
"executives",
"financial"
],
[
"album",
"band",
"song",
"music",
"rock",
"singer",
"pop",
"robbie",
"stone",
"songs"
],
[
"human",
"lords",
"lord",
"blunkett",
"rights",
"police",
"secretary",
"law",
"house",
"terror"
],
[
"federer",
"henman",
"tennis",
"australian",
"davis",
"open",
"tim",
"cup",
"murray",
"roger"
],
[
"software",
"piracy",
"sharing",
"peer",
"file",
"music",
"files",
"legal",
"apple",
"copyright"
],
[
"games",
"sony",
"nintendo",
"halo",
"gamers",
"xbox",
"console",
"dvd",
"gaming",
"dvds"
],
[
"holmes",
"indoor",
"race",
"athens",
"champion",
"olympic",
"championships",
"gold",
"60m",
"athletics"
],
[
"actress",
"film",
"awards",
"oscar",
"aviator",
"award",
"actor",
"best",
"prize",
"nominated"
],
[
"apple",
"mac",
"mini",
"gadget",
"gadgets",
"computer",
"pc",
"digital",
"devices",
"ipod"
],
[
"prices",
"rise",
"sales",
"rates",
"housing",
"growth",
"bank",
"december",
"rate",
"interest"
],
[
"chelsea",
"goal",
"league",
"united",
"mourinho",
"side",
"liverpool",
"game",
"minutes",
"cup"
],
[
"india",
"shares",
"car",
"profits",
"euros",
"company",
"market",
"indian",
"airline",
"firm"
],
[
"coach",
"ireland",
"robinson",
"rugby",
"wales",
"nations",
"england",
"six",
"squad",
"france"
],
[
"software",
"critical",
"microsoft",
"pcs",
"users",
"programs",
"windows",
"trusted",
"security",
"viruses"
],
[
"chancellor",
"minister",
"labour",
"blair",
"brown",
"gordon",
"prime",
"election",
"campaign",
"tony"
],
[
"show",
"viewers",
"mtv",
"comedy",
"tv",
"celebrity",
"channel",
"programmes",
"series",
"television"
],
[
"dollar",
"growth",
"euro",
"budget",
"economic",
"economy",
"deficit",
"currency",
"spending",
"bush"
],
[
"mails",
"sites",
"spam",
"attacks",
"virus",
"security",
"mail",
"site",
"traffic",
"websites"
],
[
"yukos",
"gazprom",
"oil",
"russian",
"gas",
"russia",
"bankruptcy",
"auction",
"khodorkovsky",
"unit"
],
[
"stock",
"shareholders",
"exchange",
"deutsche",
"london",
"bid",
"takeover",
"talks",
"offer",
"euros"
],
[
"children",
"hunting",
"child",
"parents",
"hunt",
"ban",
"schools",
"school",
"scottish",
"law"
],
[
"party",
"howard",
"silk",
"tories",
"labour",
"blair",
"leader",
"election",
"tory",
"kennedy"
],
[
"aids",
"aid",
"poverty",
"tsunami",
"debt",
"africa",
"brown",
"countries",
"relief",
"india"
]
] | 4.455847 | all-MiniLM-L6-v2 | 0.903333 | 0.091384 | 0.214669 | 0.935267 |
BBC News | GMM | 46 | 30 | [
[
"sports",
"hunting",
"hunt",
"law",
"ban",
"police",
"school",
"parliament",
"scottish",
"communities"
],
[
"arsenal",
"league",
"chelsea",
"liverpool",
"club",
"manager",
"football",
"champions",
"mourinho",
"madrid"
],
[
"united",
"minutes",
"goal",
"chelsea",
"liverpool",
"league",
"celtic",
"side",
"ball",
"game"
],
[
"deficit",
"dollar",
"trade",
"economic",
"currency",
"euro",
"exports",
"prices",
"china",
"oil"
],
[
"advice",
"lib",
"cards",
"calls",
"commissioner",
"id",
"information",
"cabinet",
"marketing",
"papers"
],
[
"local",
"minimum",
"taxes",
"election",
"brown",
"tax",
"workers",
"plans",
"tories",
"labour"
],
[
"dvd",
"file",
"peer",
"format",
"dvds",
"files",
"studios",
"ray",
"definition",
"sharing"
],
[
"euros",
"deutsche",
"shares",
"stock",
"airlines",
"bid",
"exchange",
"deal",
"airline",
"london"
],
[
"roddick",
"henman",
"match",
"seed",
"open",
"australian",
"tennis",
"round",
"federer",
"beat"
],
[
"championships",
"champion",
"holmes",
"race",
"60m",
"indoor",
"olympic",
"gold",
"gardener",
"jump"
],
[
"brother",
"comedy",
"channel",
"mtv",
"tv",
"show",
"series",
"celebrity",
"television",
"viewers"
],
[
"band",
"song",
"stone",
"pop",
"singer",
"music",
"album",
"chart",
"rock",
"robbie"
],
[
"food",
"water",
"imf",
"production",
"agriculture",
"subsidies",
"state",
"land",
"subsidiary",
"engines"
],
[
"broadband",
"phone",
"mobile",
"tv",
"bt",
"net",
"users",
"internet",
"search",
"service"
],
[
"film",
"award",
"actress",
"best",
"awards",
"oscar",
"aviator",
"actor",
"prize",
"nominated"
],
[
"housing",
"rates",
"lending",
"bank",
"slowdown",
"prices",
"interest",
"mortgage",
"house",
"market"
],
[
"box",
"sequel",
"office",
"movie",
"film",
"films",
"starring",
"lee",
"bond",
"comedy"
],
[
"mac",
"pc",
"apple",
"gadget",
"sony",
"gadgets",
"mini",
"nintendo",
"digital",
"games"
],
[
"rights",
"apologise",
"silk",
"jewish",
"human",
"party",
"women",
"arrested",
"apology",
"mp"
],
[
"quarter",
"jobs",
"growth",
"japan",
"economy",
"rate",
"unemployment",
"economic",
"domestic",
"demand"
],
[
"lords",
"lord",
"rights",
"law",
"human",
"terror",
"trial",
"suspects",
"police",
"bill"
],
[
"spam",
"software",
"virus",
"windows",
"attacks",
"security",
"mail",
"microsoft",
"users",
"sites"
],
[
"england",
"rugby",
"wales",
"squad",
"lions",
"injury",
"nations",
"robinson",
"woodward",
"coach"
],
[
"retail",
"online",
"december",
"stores",
"profits",
"sales",
"christmas",
"retailers",
"profit",
"vehicles"
],
[
"charges",
"trial",
"case",
"athens",
"ruling",
"court",
"drug",
"doping",
"drugs",
"greek"
],
[
"hip",
"rap",
"hop",
"50",
"cent",
"spanish",
"radio",
"artists",
"com",
"language"
],
[
"labour",
"blair",
"prime",
"election",
"howard",
"leader",
"party",
"brown",
"silk",
"minister"
],
[
"russia",
"yukos",
"russian",
"china",
"bankruptcy",
"company",
"gas",
"gazprom",
"oil",
"india"
],
[
"tsunami",
"economic",
"budget",
"countries",
"debt",
"poverty",
"aids",
"aid",
"finance",
"africa"
],
[
"side",
"france",
"england",
"half",
"robinson",
"wales",
"try",
"ireland",
"coach",
"nations"
]
] | 4.324021 | all-MiniLM-L6-v2 | 0.906667 | 0.030571 | 0.189532 | 0.935415 |
BBC News | GMM | 43 | 40 | [
[
"rugby",
"wales",
"club",
"season",
"leicester",
"squad",
"ve",
"bath",
"league",
"heineken"
],
[
"id",
"lord",
"mp",
"silk",
"general",
"advice",
"smith",
"cards",
"party",
"lords"
],
[
"computer",
"project",
"power",
"light",
"digital",
"linux",
"computing",
"ibm",
"laptops",
"technology"
],
[
"yukos",
"russian",
"russia",
"gas",
"gazprom",
"oil",
"auction",
"khodorkovsky",
"court",
"bankruptcy"
],
[
"indoor",
"race",
"gold",
"championships",
"champion",
"olympic",
"holmes",
"60m",
"gardener",
"jump"
],
[
"stone",
"song",
"robbie",
"rock",
"pop",
"band",
"singer",
"music",
"album",
"cent"
],
[
"china",
"unemployment",
"economy",
"rate",
"japanese",
"growth",
"industrial",
"exports",
"japan",
"2004"
],
[
"films",
"box",
"book",
"film",
"starring",
"bond",
"movie",
"office",
"festival",
"comedy"
],
[
"google",
"site",
"search",
"security",
"virus",
"microsoft",
"spam",
"users",
"attacks",
"web"
],
[
"manager",
"arsenal",
"chelsea",
"champions",
"league",
"contract",
"madrid",
"football",
"club",
"uefa"
],
[
"rugby",
"nations",
"wales",
"italy",
"ireland",
"coach",
"france",
"squad",
"irish",
"six"
],
[
"broadband",
"tv",
"calls",
"bt",
"net",
"service",
"phone",
"3g",
"internet",
"customers"
],
[
"tax",
"local",
"minimum",
"workers",
"council",
"pension",
"public",
"increase",
"pay",
"students"
],
[
"chinese",
"air",
"india",
"shares",
"china",
"airline",
"market",
"indian",
"profits",
"profit"
],
[
"murder",
"justice",
"lord",
"ban",
"hunting",
"court",
"law",
"police",
"hunt",
"parliament"
],
[
"goal",
"chelsea",
"barcelona",
"minutes",
"real",
"ball",
"minute",
"mourinho",
"blues",
"scored"
],
[
"bush",
"deficit",
"dollar",
"currency",
"trade",
"budget",
"euro",
"china",
"oil",
"exports"
],
[
"rates",
"sales",
"housing",
"retail",
"prices",
"mortgage",
"bank",
"december",
"figures",
"lending"
],
[
"compensation",
"lisbon",
"software",
"airlines",
"passengers",
"source",
"targets",
"eu",
"european",
"aids"
],
[
"drugs",
"athens",
"test",
"doping",
"athletes",
"greek",
"banned",
"tests",
"collins",
"olympics"
],
[
"sharing",
"file",
"music",
"peer",
"files",
"piracy",
"copyright",
"industry",
"apple",
"legal"
],
[
"roddick",
"henman",
"australian",
"federer",
"davis",
"match",
"cup",
"open",
"seed",
"tennis"
],
[
"nintendo",
"cell",
"sony",
"console",
"playstation",
"handheld",
"psp",
"launch",
"gaming",
"chip"
],
[
"best",
"actress",
"awards",
"award",
"oscar",
"film",
"actor",
"aviator",
"prize",
"nominated"
],
[
"champion",
"tennis",
"round",
"seed",
"australian",
"open",
"match",
"her",
"wimbledon",
"williams"
],
[
"referee",
"hodgson",
"rugby",
"england",
"lewsey",
"robinson",
"lions",
"nations",
"ireland",
"coach"
],
[
"channel",
"comedy",
"show",
"tv",
"lee",
"mtv",
"television",
"host",
"series",
"shows"
],
[
"show",
"brother",
"celebrity",
"favourite",
"bell",
"series",
"singer",
"viewers",
"her",
"charlie"
],
[
"text",
"song",
"aid",
"tsunami",
"relief",
"billion",
"charity",
"26",
"single",
"victims"
],
[
"blair",
"election",
"howard",
"brown",
"prime",
"labour",
"party",
"tory",
"chancellor",
"tories"
],
[
"mobiles",
"gadgets",
"mac",
"mini",
"mobile",
"phone",
"phones",
"apple",
"gadget",
"ipod"
],
[
"league",
"boss",
"arsenal",
"chelsea",
"liverpool",
"steven",
"united",
"goal",
"goals",
"ferguson"
],
[
"rights",
"human",
"terror",
"trial",
"arrest",
"lords",
"suspects",
"without",
"terrorism",
"threat"
],
[
"contract",
"energy",
"reports",
"shares",
"gas",
"oil",
"contracts",
"company",
"india",
"indian"
],
[
"dvd",
"games",
"dvds",
"definition",
"format",
"halo",
"ray",
"xbox",
"high",
"gamers"
],
[
"economy",
"quarter",
"rates",
"index",
"growth",
"consumer",
"spending",
"gdp",
"economic",
"rate"
],
[
"debt",
"poverty",
"aid",
"argentina",
"tsunami",
"disaster",
"countries",
"india",
"imf",
"water"
],
[
"blunkett",
"jewish",
"police",
"howard",
"commissioner",
"tory",
"blair",
"leader",
"secretary",
"information"
],
[
"financial",
"stock",
"sullivan",
"sec",
"fraud",
"insurance",
"firms",
"prosecutors",
"company",
"executives"
],
[
"deutsche",
"stock",
"bid",
"takeover",
"euros",
"exchange",
"talks",
"shareholders",
"london",
"offer"
]
] | 5.047728 | all-MiniLM-L6-v2 | 0.855 | 0.032045 | 0.188706 | 0.936099 |
BBC News | GMM | 44 | 40 | [
[
"dutch",
"lee",
"van",
"festival",
"bond",
"episode",
"murder",
"picture",
"film",
"death"
],
[
"wales",
"lions",
"injury",
"woodward",
"squad",
"england",
"rugby",
"nations",
"bath",
"coach"
],
[
"countries",
"aid",
"africa",
"aids",
"poverty",
"brown",
"finance",
"nations",
"india",
"tsunami"
],
[
"format",
"dvds",
"definition",
"peer",
"content",
"dvd",
"file",
"tv",
"programmes",
"high"
],
[
"sec",
"firms",
"insurance",
"financial",
"sullivan",
"company",
"fraud",
"firm",
"stock",
"prosecutors"
],
[
"rights",
"trial",
"human",
"law",
"terror",
"lord",
"lords",
"police",
"suspects",
"hunting"
],
[
"cuts",
"blair",
"labour",
"taxes",
"tax",
"election",
"brown",
"chancellor",
"tory",
"spending"
],
[
"holmes",
"championships",
"olympic",
"indoor",
"60m",
"race",
"champion",
"gold",
"gardener",
"jump"
],
[
"light",
"power",
"digital",
"computer",
"technology",
"electronics",
"laptops",
"technologies",
"ces",
"devices"
],
[
"mobile",
"phones",
"3g",
"handsets",
"phone",
"mobiles",
"operators",
"services",
"technology",
"networks"
],
[
"economic",
"growth",
"unemployment",
"economy",
"lisbon",
"jobs",
"domestic",
"rate",
"demand",
"eu"
],
[
"december",
"sales",
"retail",
"retailers",
"stores",
"christmas",
"festive",
"shopping",
"online",
"figures"
],
[
"comedy",
"tv",
"celebrity",
"channel",
"show",
"brother",
"series",
"mtv",
"viewers",
"television"
],
[
"goal",
"united",
"celtic",
"ball",
"ferguson",
"minutes",
"chelsea",
"liverpool",
"newcastle",
"goals"
],
[
"currency",
"dollar",
"china",
"trade",
"exports",
"deficit",
"prices",
"euro",
"bush",
"economy"
],
[
"open",
"federer",
"roddick",
"henman",
"round",
"tennis",
"australian",
"match",
"seed",
"champion"
],
[
"apple",
"nintendo",
"mac",
"mini",
"sony",
"ipod",
"gadget",
"pc",
"machine",
"gadgets"
],
[
"information",
"spam",
"websites",
"traffic",
"site",
"spammers",
"attacks",
"sites",
"mails",
"mail"
],
[
"advice",
"lord",
"mp",
"secretary",
"blunkett",
"police",
"inquiry",
"minister",
"chancellor",
"commons"
],
[
"wales",
"ireland",
"half",
"nations",
"side",
"italy",
"gara",
"victory",
"england",
"driscoll"
],
[
"film",
"oscar",
"actress",
"best",
"awards",
"nominated",
"aviator",
"oscars",
"award",
"nominees"
],
[
"starring",
"actor",
"oscar",
"role",
"theatre",
"films",
"film",
"festival",
"director",
"book"
],
[
"robinson",
"referee",
"england",
"side",
"hodgson",
"lewsey",
"goal",
"ball",
"kick",
"half"
],
[
"internet",
"google",
"search",
"broadband",
"net",
"bt",
"users",
"web",
"service",
"information"
],
[
"shares",
"flight",
"passengers",
"air",
"india",
"airline",
"indian",
"airlines",
"compensation",
"market"
],
[
"security",
"virus",
"software",
"microsoft",
"windows",
"programs",
"program",
"viruses",
"users",
"malicious"
],
[
"album",
"rock",
"band",
"song",
"robbie",
"chart",
"pop",
"single",
"singer",
"u2"
],
[
"fuel",
"oil",
"gas",
"energy",
"contracts",
"contract",
"waste",
"reports",
"social",
"environmental"
],
[
"doping",
"banned",
"drugs",
"greek",
"test",
"athens",
"tests",
"collins",
"olympics",
"athletes"
],
[
"party",
"lib",
"silk",
"kennedy",
"labour",
"vote",
"election",
"id",
"dems",
"parties"
],
[
"spanish",
"ban",
"supporters",
"stadium",
"hunt",
"hunting",
"uefa",
"liverpool",
"football",
"alliance"
],
[
"tory",
"prime",
"labour",
"blair",
"election",
"howard",
"leader",
"tony",
"jewish",
"party"
],
[
"deutsche",
"stock",
"euros",
"shareholders",
"exchange",
"bid",
"company",
"takeover",
"executive",
"shares"
],
[
"bank",
"chinese",
"china",
"banks",
"shares",
"card",
"loans",
"korea",
"standard",
"beijing"
],
[
"russia",
"yukos",
"gazprom",
"russian",
"oil",
"auction",
"bankruptcy",
"gas",
"khodorkovsky",
"unit"
],
[
"manager",
"chelsea",
"liverpool",
"champions",
"madrid",
"league",
"arsenal",
"club",
"football",
"mourinho"
],
[
"artists",
"hop",
"black",
"rap",
"singer",
"stone",
"spanish",
"music",
"cent",
"hip"
],
[
"housing",
"rates",
"slowdown",
"bank",
"prices",
"interest",
"mortgage",
"lending",
"house",
"manufacturing"
],
[
"box",
"halo",
"japan",
"movie",
"xbox",
"film",
"films",
"office",
"sequel",
"japanese"
],
[
"workers",
"pay",
"pension",
"council",
"age",
"minimum",
"increase",
"public",
"local",
"councils"
]
] | 5.738644 | all-MiniLM-L6-v2 | 0.8775 | 0.05348 | 0.202378 | 0.932853 |
BBC News | GMM | 45 | 40 | [
[
"liverpool",
"club",
"arsenal",
"football",
"manager",
"chelsea",
"madrid",
"league",
"contract",
"city"
],
[
"service",
"mobile",
"bt",
"3g",
"net",
"calls",
"broadband",
"phone",
"networks",
"internet"
],
[
"local",
"minimum",
"tax",
"workers",
"pension",
"council",
"age",
"pensions",
"increase",
"pay"
],
[
"microsoft",
"search",
"engines",
"engine",
"google",
"web",
"ask",
"users",
"internet",
"results"
],
[
"seed",
"round",
"tennis",
"australian",
"open",
"final",
"beat",
"champion",
"match",
"roddick"
],
[
"bond",
"van",
"festival",
"film",
"la",
"episode",
"actor",
"movie",
"dutch",
"directed"
],
[
"dollar",
"china",
"trade",
"exports",
"deficit",
"currency",
"japan",
"growth",
"imports",
"yen"
],
[
"euros",
"firm",
"company",
"financial",
"sullivan",
"shares",
"fraud",
"chief",
"accounting",
"executives"
],
[
"music",
"black",
"cent",
"band",
"singer",
"tour",
"rock",
"album",
"50",
"stone"
],
[
"parliament",
"mp",
"secretary",
"commons",
"silk",
"leader",
"party",
"lord",
"blunkett",
"inquiry"
],
[
"murray",
"davis",
"australian",
"tennis",
"tim",
"federer",
"henman",
"cup",
"roddick",
"roger"
],
[
"music",
"file",
"files",
"piracy",
"sharing",
"peer",
"software",
"legal",
"copyright",
"apple"
],
[
"gaming",
"halo",
"sony",
"console",
"nintendo",
"gamers",
"dvd",
"games",
"xbox",
"definition"
],
[
"indoor",
"race",
"gold",
"championships",
"champion",
"olympic",
"holmes",
"60m",
"gardener",
"jump"
],
[
"awards",
"best",
"actress",
"film",
"award",
"oscar",
"aviator",
"oscars",
"prize",
"nominated"
],
[
"ibm",
"mac",
"mini",
"apple",
"pc",
"cell",
"computer",
"machine",
"linux",
"ipod"
],
[
"prices",
"mortgage",
"slowdown",
"housing",
"rates",
"bank",
"house",
"interest",
"lending",
"growth"
],
[
"liverpool",
"chelsea",
"mourinho",
"league",
"goal",
"champions",
"united",
"barcelona",
"cup",
"minutes"
],
[
"airline",
"company",
"aids",
"profits",
"drug",
"shares",
"drugs",
"blue",
"firm",
"china"
],
[
"nations",
"squad",
"england",
"coach",
"rugby",
"six",
"wales",
"lions",
"robinson",
"woodward"
],
[
"users",
"programs",
"security",
"pcs",
"trusted",
"microsoft",
"viruses",
"software",
"malicious",
"windows"
],
[
"chancellor",
"labour",
"blair",
"election",
"brown",
"prime",
"minister",
"gordon",
"campaign",
"tony"
],
[
"channel",
"tv",
"show",
"comedy",
"viewers",
"series",
"brother",
"celebrity",
"radio",
"mtv"
],
[
"economy",
"growth",
"economic",
"bush",
"spending",
"jobs",
"budget",
"deficit",
"dollar",
"unemployment"
],
[
"attacks",
"mail",
"site",
"sites",
"spam",
"virus",
"security",
"mails",
"traffic",
"websites"
],
[
"yukos",
"gazprom",
"oil",
"russian",
"gas",
"russia",
"bankruptcy",
"auction",
"khodorkovsky",
"unit"
],
[
"exchange",
"offer",
"deutsche",
"talks",
"london",
"stock",
"bid",
"shareholders",
"merger",
"takeover"
],
[
"hunt",
"schools",
"ban",
"hunting",
"education",
"children",
"school",
"law",
"parents",
"scottish"
],
[
"labour",
"tory",
"howard",
"tories",
"election",
"party",
"liberal",
"blair",
"kennedy",
"leader"
],
[
"tsunami",
"foreign",
"finance",
"poverty",
"indian",
"countries",
"water",
"fuel",
"aid",
"india"
],
[
"yen",
"moving",
"hollywood",
"film",
"japanese",
"japan",
"author",
"films",
"christian",
"box"
],
[
"human",
"terror",
"rights",
"law",
"lords",
"trial",
"suspects",
"police",
"lord",
"without"
],
[
"athens",
"drugs",
"greek",
"banned",
"doping",
"athletes",
"athletics",
"collins",
"olympics",
"tests"
],
[
"digital",
"phones",
"mobiles",
"phone",
"tv",
"mobile",
"cameras",
"technology",
"gadgets",
"camera"
],
[
"band",
"robbie",
"album",
"best",
"single",
"song",
"pop",
"chart",
"25",
"awards"
],
[
"penalty",
"ball",
"side",
"half",
"ireland",
"gara",
"try",
"victory",
"italy",
"minutes"
],
[
"retailers",
"retail",
"sales",
"car",
"stores",
"deal",
"december",
"reports",
"christmas",
"shopping"
],
[
"insurance",
"airline",
"firms",
"air",
"passengers",
"airlines",
"sec",
"compensation",
"costs",
"flight"
],
[
"video",
"control",
"project",
"computer",
"gadget",
"gadgets",
"portable",
"apple",
"list",
"magazine"
],
[
"starring",
"comedy",
"box",
"lee",
"films",
"film",
"office",
"oscar",
"musical",
"man"
]
] | 5.490852 | all-MiniLM-L6-v2 | 0.87 | 0.067861 | 0.199327 | 0.93662 |
BBC News | GMM | 46 | 40 | [
[
"hunting",
"sports",
"ban",
"hunt",
"communities",
"law",
"councils",
"sport",
"supporters",
"wild"
],
[
"football",
"madrid",
"manager",
"arsenal",
"liverpool",
"club",
"contract",
"league",
"city",
"chelsea"
],
[
"minutes",
"goal",
"liverpool",
"ball",
"shot",
"side",
"scored",
"half",
"celtic",
"newcastle"
],
[
"dollar",
"china",
"currency",
"deficit",
"trade",
"euro",
"oil",
"exports",
"prices",
"economic"
],
[
"defence",
"mails",
"freedom",
"papers",
"records",
"ask",
"parliament",
"advice",
"details",
"information"
],
[
"minimum",
"tax",
"taxes",
"workers",
"election",
"local",
"brown",
"plans",
"council",
"labour"
],
[
"peer",
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"file",
"dvds",
"format",
"studios",
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"files",
"sharing"
],
[
"euros",
"shares",
"exchange",
"deutsche",
"deal",
"bid",
"stock",
"takeover",
"air",
"airlines"
],
[
"australian",
"open",
"match",
"seed",
"round",
"beat",
"champion",
"wimbledon",
"tennis",
"her"
],
[
"davis",
"roddick",
"henman",
"australian",
"federer",
"cup",
"tennis",
"final",
"open",
"match"
],
[
"show",
"celebrity",
"comedy",
"channel",
"series",
"tv",
"viewers",
"brother",
"mtv",
"television"
],
[
"song",
"album",
"pop",
"robbie",
"awards",
"25",
"best",
"singer",
"songs",
"band"
],
[
"firm",
"agriculture",
"state",
"plant",
"water",
"engines",
"western",
"food",
"production",
"subsidies"
],
[
"technology",
"google",
"video",
"content",
"digital",
"search",
"tv",
"programmes",
"internet",
"computer"
],
[
"festival",
"film",
"dutch",
"cinema",
"films",
"actor",
"la",
"van",
"french",
"director"
],
[
"housing",
"rates",
"lending",
"bank",
"slowdown",
"prices",
"interest",
"mortgage",
"house",
"market"
],
[
"sequel",
"movie",
"starring",
"bond",
"film",
"films",
"box",
"office",
"comedy",
"lee"
],
[
"nintendo",
"apple",
"gadget",
"mac",
"mini",
"mobile",
"ipod",
"phones",
"sony",
"gadgets"
],
[
"him",
"party",
"leader",
"silk",
"asylum",
"robert",
"jewish",
"howard",
"parties",
"comments"
],
[
"spending",
"economic",
"growth",
"unemployment",
"domestic",
"rate",
"economy",
"quarter",
"budget",
"japan"
],
[
"lords",
"lord",
"blunkett",
"secretary",
"callaghan",
"minister",
"committee",
"sir",
"chancellor",
"inquiry"
],
[
"microsoft",
"software",
"programs",
"program",
"computer",
"windows",
"users",
"security",
"trusted",
"version"
],
[
"rugby",
"smith",
"edinburgh",
"scotland",
"glasgow",
"squad",
"wilkinson",
"bath",
"cup",
"injury"
],
[
"stores",
"christmas",
"sales",
"profits",
"retailers",
"retail",
"december",
"online",
"car",
"shopping"
],
[
"lawsuit",
"sec",
"fraud",
"court",
"drug",
"case",
"firms",
"sullivan",
"lawyers",
"company"
],
[
"hop",
"hip",
"rap",
"cent",
"artists",
"50",
"spanish",
"com",
"language",
"spain"
],
[
"election",
"blair",
"labour",
"party",
"howard",
"prime",
"kennedy",
"brown",
"tories",
"minister"
],
[
"gazprom",
"russian",
"oil",
"yukos",
"russia",
"gas",
"auction",
"bankruptcy",
"company",
"khodorkovsky"
],
[
"aid",
"countries",
"debt",
"poverty",
"straw",
"africa",
"tsunami",
"india",
"aids",
"finance"
],
[
"ireland",
"england",
"wales",
"france",
"half",
"gara",
"coach",
"nations",
"robinson",
"side"
],
[
"attacks",
"sites",
"spam",
"virus",
"mail",
"site",
"traffic",
"mails",
"websites",
"security"
],
[
"olympic",
"athens",
"indoor",
"race",
"champion",
"holmes",
"gold",
"championships",
"60m",
"athletics"
],
[
"intel",
"chip",
"technology",
"3g",
"speeds",
"mobile",
"networks",
"cell",
"data",
"speed"
],
[
"nominated",
"aviator",
"oscar",
"awards",
"actress",
"award",
"best",
"film",
"oscars",
"prize"
],
[
"rugby",
"squad",
"woodward",
"england",
"lions",
"wales",
"players",
"nations",
"club",
"tour"
],
[
"league",
"chelsea",
"barcelona",
"mourinho",
"champions",
"real",
"arsenal",
"fa",
"uefa",
"play"
],
[
"mobile",
"calls",
"bt",
"customers",
"net",
"phone",
"broadband",
"service",
"call",
"users"
],
[
"law",
"suspects",
"lords",
"rights",
"without",
"threat",
"trial",
"terror",
"terrorism",
"human"
],
[
"mps",
"lord",
"justice",
"police",
"law",
"ministers",
"bill",
"cases",
"judge",
"plans"
],
[
"album",
"band",
"music",
"rock",
"single",
"elvis",
"black",
"chart",
"singer",
"stone"
]
] | 5.766236 | all-MiniLM-L6-v2 | 0.875 | 0.035672 | 0.19709 | 0.931691 |
BBC News | GMM | 43 | 50 | [
[
"ve",
"season",
"leicester",
"heineken",
"wales",
"league",
"club",
"squad",
"bath",
"rugby"
],
[
"party",
"chancellor",
"silk",
"brown",
"blair",
"election",
"labour",
"prime",
"id",
"gordon"
],
[
"computing",
"gadgets",
"digital",
"gadget",
"computer",
"ibm",
"laptops",
"linux",
"device",
"power"
],
[
"yukos",
"gazprom",
"russian",
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"auction",
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"khodorkovsky",
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],
[
"indoor",
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"gold",
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"olympic",
"holmes",
"60m",
"gardener",
"jump"
],
[
"music",
"band",
"singer",
"song",
"album",
"hip",
"hop",
"rock",
"robbie",
"stone"
],
[
"japan",
"japanese",
"china",
"growth",
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"demand",
"exports",
"industrial",
"2004",
"yen"
],
[
"japan",
"potter",
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"japanese",
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"theatre",
"film",
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"films"
],
[
"site",
"security",
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"spam",
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"google",
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"microsoft",
"mail",
"web"
],
[
"manager",
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"chelsea",
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"league",
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"madrid",
"football",
"club",
"uefa"
],
[
"rugby",
"nations",
"wales",
"italy",
"ireland",
"coach",
"france",
"squad",
"irish",
"six"
],
[
"broadband",
"3g",
"bt",
"calls",
"net",
"phone",
"users",
"customers",
"internet",
"speed"
],
[
"local",
"minimum",
"tax",
"council",
"pay",
"income",
"increase",
"workers",
"students",
"pension"
],
[
"airline",
"india",
"indian",
"chinese",
"china",
"shares",
"air",
"profits",
"market",
"sell"
],
[
"falconer",
"lord",
"courts",
"mps",
"court",
"bill",
"justice",
"parliament",
"parents",
"judge"
],
[
"goal",
"chelsea",
"barcelona",
"minutes",
"real",
"ball",
"minute",
"mourinho",
"blues",
"scored"
],
[
"trade",
"deficit",
"budget",
"currency",
"dollar",
"bush",
"euro",
"exports",
"oil",
"china"
],
[
"rates",
"mortgage",
"housing",
"prices",
"lending",
"bank",
"slowdown",
"house",
"market",
"figures"
],
[
"eu",
"airlines",
"passengers",
"source",
"software",
"compensation",
"law",
"european",
"parliament",
"commission"
],
[
"test",
"banned",
"doping",
"drugs",
"greek",
"athens",
"athletes",
"tests",
"collins",
"olympics"
],
[
"copyright",
"peer",
"files",
"file",
"sharing",
"piracy",
"music",
"apple",
"industry",
"legal"
],
[
"davis",
"roddick",
"beat",
"seed",
"spain",
"champion",
"carlos",
"open",
"andy",
"cup"
],
[
"tv",
"content",
"programmes",
"viewers",
"digital",
"broadband",
"definition",
"sky",
"boxes",
"video"
],
[
"van",
"film",
"festival",
"dutch",
"la",
"films",
"opera",
"french",
"director",
"character"
],
[
"round",
"her",
"australian",
"open",
"match",
"seed",
"champion",
"tennis",
"williams",
"she"
],
[
"referee",
"hodgson",
"rugby",
"england",
"lewsey",
"robinson",
"lions",
"nations",
"ireland",
"coach"
],
[
"tv",
"night",
"show",
"comedy",
"lee",
"channel",
"series",
"award",
"host",
"bbc"
],
[
"mtv",
"brother",
"show",
"celebrity",
"favourite",
"viewers",
"series",
"her",
"she",
"charles"
],
[
"relief",
"aid",
"text",
"song",
"billion",
"single",
"tsunami",
"charity",
"band",
"26"
],
[
"election",
"howard",
"party",
"blair",
"tory",
"tories",
"labour",
"prime",
"leader",
"kennedy"
],
[
"mobiles",
"phone",
"phones",
"mobile",
"handsets",
"services",
"video",
"camera",
"devices",
"gartner"
],
[
"league",
"boss",
"arsenal",
"chelsea",
"liverpool",
"steven",
"united",
"goal",
"goals",
"ferguson"
],
[
"rights",
"terror",
"human",
"trial",
"suspects",
"lords",
"threat",
"arrest",
"terrorism",
"without"
],
[
"reports",
"shares",
"oil",
"contract",
"gas",
"contracts",
"company",
"energy",
"field",
"price"
],
[
"toshiba",
"ray",
"format",
"dvds",
"dvd",
"definition",
"studios",
"generation",
"high",
"technology"
],
[
"rates",
"quarter",
"economy",
"rate",
"index",
"economic",
"growth",
"manufacturing",
"interest",
"jobs"
],
[
"poverty",
"india",
"argentina",
"imf",
"disaster",
"tsunami",
"debt",
"countries",
"water",
"bank"
],
[
"blunkett",
"secretary",
"tory",
"police",
"howard",
"commissioner",
"party",
"jewish",
"leader",
"advice"
],
[
"airline",
"financial",
"firms",
"stock",
"company",
"compensation",
"sec",
"funds",
"costs",
"insurance"
],
[
"bid",
"stock",
"deutsche",
"takeover",
"euros",
"exchange",
"shareholders",
"talks",
"offer",
"executive"
],
[
"ban",
"law",
"offence",
"hunting",
"hunt",
"alliance",
"police",
"supporters",
"wild",
"act"
],
[
"mac",
"playstation",
"mini",
"console",
"machine",
"nintendo",
"ipod",
"sony",
"psp",
"apple"
],
[
"elvis",
"chart",
"50",
"number",
"album",
"cent",
"single",
"rap",
"christmas",
"rapper"
],
[
"papers",
"borders",
"communities",
"scottish",
"ban",
"councils",
"council",
"online",
"bill",
"super"
],
[
"car",
"retail",
"stores",
"december",
"retailers",
"christmas",
"sales",
"online",
"shopping",
"vehicles"
],
[
"films",
"film",
"bond",
"comedy",
"box",
"movie",
"starring",
"office",
"story",
"actor"
],
[
"match",
"tim",
"henman",
"australian",
"seed",
"serve",
"tennis",
"federer",
"open",
"davis"
],
[
"sullivan",
"financial",
"fraud",
"company",
"sentence",
"bell",
"executives",
"accounting",
"charges",
"chief"
],
[
"lisbon",
"growth",
"economic",
"unemployment",
"economy",
"targets",
"german",
"aids",
"report",
"europe"
],
[
"oscar",
"awards",
"film",
"actress",
"award",
"actor",
"best",
"aviator",
"nominated",
"oscars"
]
] | 6.550678 | all-MiniLM-L6-v2 | 0.81 | 0.023964 | 0.186702 | 0.931309 |
BBC News | GMM | 44 | 50 | [
[
"lee",
"bond",
"van",
"dutch",
"festival",
"episode",
"film",
"picture",
"death",
"celebrities"
],
[
"nations",
"squad",
"rugby",
"england",
"lions",
"woodward",
"leicester",
"bath",
"wales",
"injury"
],
[
"nations",
"finance",
"aid",
"brown",
"debt",
"poverty",
"africa",
"countries",
"india",
"aids"
],
[
"format",
"tv",
"ray",
"dvds",
"dvd",
"content",
"definition",
"high",
"viewers",
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],
[
"car",
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"engines",
"euros"
],
[
"human",
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],
[
"brown",
"chancellor",
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"spending"
],
[
"indoor",
"holmes",
"60m",
"race",
"olympic",
"championships",
"gold",
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"medal",
"jump"
],
[
"electronics",
"power",
"ces",
"technology",
"technologies",
"devices",
"digital",
"computer",
"light",
"laptops"
],
[
"mobile",
"handsets",
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"mobiles",
"phone",
"3g",
"operators",
"services",
"technology",
"networks"
],
[
"growth",
"economic",
"economy",
"unemployment",
"jobs",
"quarter",
"rate",
"consumer",
"spending",
"domestic"
],
[
"festive",
"online",
"stores",
"christmas",
"sales",
"retail",
"retailers",
"december",
"shopping",
"figures"
],
[
"cent",
"singer",
"angeles",
"rapper",
"bell",
"50",
"los",
"police",
"woman",
"love"
],
[
"goal",
"newcastle",
"celtic",
"ball",
"smith",
"manager",
"striker",
"goals",
"minutes",
"thompson"
],
[
"economic",
"exports",
"deficit",
"euro",
"currency",
"bush",
"budget",
"dollar",
"trade",
"oil"
],
[
"henman",
"roddick",
"seed",
"tennis",
"match",
"round",
"federer",
"champion",
"open",
"australian"
],
[
"apple",
"gadgets",
"machine",
"mac",
"gadget",
"mini",
"sony",
"ipod",
"nintendo",
"psp"
],
[
"sites",
"attacks",
"site",
"mails",
"spam",
"spammers",
"traffic",
"mail",
"websites",
"net"
],
[
"chancellor",
"blunkett",
"lord",
"minister",
"advice",
"mp",
"inquiry",
"secretary",
"commons",
"cabinet"
],
[
"gara",
"ireland",
"italy",
"wales",
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"half",
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"irish",
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],
[
"award",
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],
[
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"story",
"bond",
"starring"
],
[
"referee",
"half",
"wilkinson",
"barkley",
"england",
"lewsey",
"hodgson",
"robinson",
"kicking",
"france"
],
[
"net",
"broadband",
"search",
"internet",
"users",
"bt",
"google",
"web",
"service",
"information"
],
[
"air",
"india",
"shares",
"airline",
"indian",
"airlines",
"flight",
"costs",
"staff",
"carriers"
],
[
"windows",
"microsoft",
"programs",
"virus",
"security",
"software",
"program",
"users",
"viruses",
"malicious"
],
[
"album",
"song",
"band",
"robbie",
"chart",
"rock",
"single",
"best",
"pop",
"elvis"
],
[
"waste",
"gas",
"oil",
"fuel",
"contract",
"contracts",
"energy",
"field",
"iraq",
"awarded"
],
[
"white",
"johnson",
"heart",
"drug",
"chelsea",
"case",
"drugs",
"dr",
"products",
"doping"
],
[
"party",
"lib",
"silk",
"kennedy",
"labour",
"vote",
"election",
"id",
"dems",
"parties"
],
[
"police",
"hunt",
"law",
"offence",
"hunting",
"ban",
"supporters",
"alliance",
"wild",
"act"
],
[
"howard",
"blair",
"prime",
"election",
"tory",
"labour",
"leader",
"jewish",
"tony",
"minister"
],
[
"profits",
"euros",
"sales",
"products",
"deal",
"brands",
"reports",
"firm",
"western",
"heineken"
],
[
"china",
"banks",
"yuan",
"bank",
"chinese",
"beijing",
"card",
"korea",
"credit",
"standard"
],
[
"gazprom",
"yukos",
"russian",
"oil",
"gas",
"russia",
"bankruptcy",
"khodorkovsky",
"auction",
"putin"
],
[
"club",
"manager",
"liverpool",
"arsenal",
"madrid",
"contract",
"chelsea",
"league",
"football",
"steven"
],
[
"soul",
"hop",
"black",
"hip",
"rap",
"music",
"artists",
"spanish",
"stone",
"artist"
],
[
"housing",
"rates",
"slowdown",
"bank",
"prices",
"interest",
"mortgage",
"lending",
"house",
"manufacturing"
],
[
"movie",
"xbox",
"box",
"films",
"film",
"halo",
"japan",
"office",
"sequel",
"japanese"
],
[
"council",
"age",
"minimum",
"pension",
"local",
"workers",
"pay",
"public",
"bill",
"increase"
],
[
"stock",
"lisbon",
"deutsche",
"eu",
"bid",
"exchange",
"shareholders",
"airlines",
"takeover",
"offer"
],
[
"race",
"final",
"champion",
"winners",
"000m",
"indoor",
"tournament",
"record",
"cup",
"host"
],
[
"tickets",
"tour",
"band",
"concert",
"festival",
"singer",
"stage",
"park",
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],
[
"linux",
"trusted",
"computing",
"chip",
"ibm",
"cell",
"software",
"source",
"hardware",
"programs"
],
[
"files",
"sharing",
"peer",
"file",
"piracy",
"copyright",
"apple",
"music",
"legal",
"software"
],
[
"water",
"disaster",
"argentina",
"tsunami",
"debt",
"killed",
"damage",
"imf",
"insurance",
"president"
],
[
"fraud",
"executives",
"sec",
"company",
"financial",
"stock",
"firms",
"sullivan",
"insurance",
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],
[
"united",
"arsenal",
"league",
"liverpool",
"chelsea",
"barcelona",
"mourinho",
"champions",
"goal",
"cup"
],
[
"show",
"celebrity",
"tv",
"channel",
"comedy",
"brother",
"series",
"mtv",
"viewers",
"television"
],
[
"banned",
"drugs",
"collins",
"greek",
"doping",
"athens",
"athletes",
"tests",
"olympics",
"athletics"
]
] | 6.403756 | all-MiniLM-L6-v2 | 0.858 | 0.031977 | 0.194234 | 0.933189 |
BBC News | GMM | 45 | 50 | [
[
"league",
"arsenal",
"liverpool",
"chelsea",
"club",
"madrid",
"contract",
"manager",
"city",
"premiership"
],
[
"hip",
"3g",
"mobile",
"spanish",
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"radio",
"operators",
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"hop",
"handsets"
],
[
"pension",
"council",
"local",
"age",
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"care",
"public",
"workers",
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"councils"
],
[
"microsoft",
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],
[
"round",
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],
[
"film",
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],
[
"exports",
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],
[
"sullivan",
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],
[
"cent",
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"50",
"stone"
],
[
"parliament",
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"silk",
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],
[
"tennis",
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"tim",
"davis",
"roger",
"roddick",
"australian",
"murray",
"cup"
],
[
"peer",
"sharing",
"file",
"copyright",
"piracy",
"software",
"music",
"files",
"legal",
"apple"
],
[
"nintendo",
"console",
"games",
"gamers",
"halo",
"gaming",
"sony",
"xbox",
"psp",
"handheld"
],
[
"holmes",
"olympic",
"race",
"indoor",
"60m",
"championships",
"gold",
"champion",
"gardener",
"medal"
],
[
"awards",
"aviator",
"actress",
"actor",
"best",
"oscar",
"award",
"film",
"oscars",
"nominated"
],
[
"mini",
"mac",
"apple",
"ipod",
"machine",
"keyboard",
"mouse",
"computer",
"pc",
"monitor"
],
[
"lending",
"mortgage",
"bank",
"rates",
"house",
"housing",
"prices",
"slowdown",
"market",
"property"
],
[
"liverpool",
"league",
"mourinho",
"cup",
"goal",
"united",
"chelsea",
"ferguson",
"newcastle",
"boss"
],
[
"company",
"shares",
"drug",
"aids",
"indian",
"firm",
"india",
"drugs",
"profits",
"products"
],
[
"nations",
"wales",
"woodward",
"players",
"zealand",
"lions",
"rugby",
"coach",
"squad",
"tour"
],
[
"users",
"programs",
"security",
"pcs",
"trusted",
"microsoft",
"viruses",
"software",
"malicious",
"windows"
],
[
"chancellor",
"labour",
"blair",
"election",
"brown",
"prime",
"minister",
"gordon",
"campaign",
"tony"
],
[
"comedy",
"show",
"celebrity",
"tv",
"brother",
"channel",
"series",
"viewers",
"audience",
"ratings"
],
[
"budget",
"economic",
"spending",
"aid",
"deficit",
"bush",
"poverty",
"lisbon",
"economy",
"eu"
],
[
"virus",
"spam",
"websites",
"mail",
"sites",
"site",
"traffic",
"security",
"attacks",
"mails"
],
[
"yukos",
"russian",
"gas",
"gazprom",
"russia",
"oil",
"bankruptcy",
"khodorkovsky",
"unit",
"auction"
],
[
"shareholders",
"stock",
"deutsche",
"bid",
"exchange",
"london",
"takeover",
"deal",
"offer",
"talks"
],
[
"education",
"children",
"child",
"parents",
"schools",
"school",
"scotland",
"scottish",
"committee",
"young"
],
[
"tories",
"party",
"tory",
"election",
"blair",
"howard",
"labour",
"kennedy",
"liberal",
"leader"
],
[
"tsunami",
"india",
"indian",
"water",
"imf",
"relief",
"countries",
"air",
"disaster",
"aid"
],
[
"hollywood",
"christian",
"moving",
"yen",
"author",
"japan",
"japanese",
"film",
"films",
"box"
],
[
"lords",
"human",
"rights",
"terror",
"law",
"trial",
"suspects",
"lord",
"without",
"police"
],
[
"athens",
"drugs",
"greek",
"banned",
"doping",
"athletes",
"athletics",
"collins",
"olympics",
"tests"
],
[
"camera",
"digital",
"phones",
"phone",
"cameras",
"mobiles",
"mobile",
"technology",
"design",
"billion"
],
[
"band",
"robbie",
"album",
"best",
"single",
"song",
"pop",
"chart",
"25",
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],
[
"minutes",
"penalty",
"italy",
"ireland",
"scored",
"half",
"gara",
"goal",
"spanish",
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],
[
"car",
"christmas",
"retailers",
"retail",
"sales",
"stores",
"december",
"shopping",
"store",
"consumers"
],
[
"passengers",
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"air",
"airline",
"airlines",
"compensation",
"flight",
"sec",
"stock"
],
[
"computer",
"gadget",
"portable",
"sony",
"list",
"gadgets",
"devices",
"magazine",
"apple",
"electronic"
],
[
"film",
"office",
"starring",
"box",
"lee",
"films",
"comedy",
"spider",
"theatre",
"1m"
],
[
"tv",
"programmes",
"content",
"viewers",
"sky",
"video",
"boxes",
"satellite",
"broadcasters",
"mtv"
],
[
"power",
"sony",
"dvd",
"intel",
"linux",
"chip",
"playstation",
"cell",
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"light"
],
[
"growth",
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"index",
"quarter",
"rate",
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],
[
"phone",
"net",
"bt",
"broadband",
"calls",
"service",
"telephone",
"users",
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"call"
],
[
"currency",
"dollar",
"china",
"euro",
"deficit",
"prices",
"exports",
"oil",
"yuan",
"trade"
],
[
"offence",
"hunting",
"ban",
"hunt",
"alliance",
"wild",
"supporters",
"law",
"act",
"police"
],
[
"festival",
"film",
"films",
"director",
"van",
"cinema",
"screening",
"dutch",
"directed",
"french"
],
[
"roddick",
"henman",
"return",
"seed",
"open",
"career",
"operation",
"australian",
"injury",
"cup"
],
[
"wales",
"coach",
"robinson",
"half",
"ireland",
"france",
"nations",
"england",
"six",
"side"
],
[
"unemployment",
"rate",
"minimum",
"jobs",
"job",
"increase",
"fed",
"pay",
"work",
"economy"
]
] | 6.527761 | all-MiniLM-L6-v2 | 0.832 | 0.054666 | 0.201863 | 0.935441 |
BBC News | GMM | 46 | 50 | [
[
"scottish",
"ban",
"wild",
"hunt",
"councils",
"hunting",
"law",
"alliance",
"supporters",
"rural"
],
[
"football",
"madrid",
"manager",
"arsenal",
"liverpool",
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"league",
"city",
"chelsea"
],
[
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"newcastle"
],
[
"currency",
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],
[
"cards",
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],
[
"tory",
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"blair",
"party",
"cuts"
],
[
"dvds",
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"definition",
"peer",
"ray",
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"file",
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"format"
],
[
"talks",
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"shareholders",
"offer",
"london"
],
[
"her",
"wimbledon",
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],
[
"roddick",
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"cup",
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"tournament",
"match",
"seed"
],
[
"brother",
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"celebrity",
"series",
"comedy",
"mtv",
"show",
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"television"
],
[
"song",
"best",
"robbie",
"album",
"25",
"pop",
"awards",
"band",
"songs",
"female"
],
[
"water",
"state",
"engines",
"production",
"food",
"agriculture",
"subsidies",
"land",
"plant",
"subsidiary"
],
[
"tv",
"net",
"digital",
"programmes",
"sky",
"content",
"broadband",
"satellite",
"video",
"television"
],
[
"cinema",
"la",
"dutch",
"festival",
"van",
"film",
"films",
"french",
"award",
"director"
],
[
"economy",
"unemployment",
"index",
"growth",
"lisbon",
"economic",
"eu",
"gdp",
"german",
"rates"
],
[
"bond",
"movie",
"film",
"films",
"comedy",
"box",
"starring",
"office",
"actor",
"screen"
],
[
"nintendo",
"mobile",
"mobiles",
"phones",
"phone",
"psp",
"handheld",
"portable",
"sony",
"music"
],
[
"arrested",
"jewish",
"poster",
"labour",
"apologise",
"howard",
"apology",
"mp",
"women",
"comments"
],
[
"deficit",
"economy",
"rate",
"spending",
"budget",
"bush",
"growth",
"economic",
"federal",
"china"
],
[
"secretary",
"minister",
"blunkett",
"inquiry",
"callaghan",
"mp",
"lord",
"committee",
"smith",
"agency"
],
[
"microsoft",
"software",
"programs",
"program",
"computer",
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"users",
"security",
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],
[
"rugby",
"smith",
"edinburgh",
"scotland",
"glasgow",
"squad",
"wilkinson",
"bath",
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],
[
"sales",
"profits",
"retailers",
"retail",
"stores",
"december",
"christmas",
"profit",
"online",
"higher"
],
[
"lawsuit",
"court",
"insurance",
"drug",
"drugs",
"ruling",
"laws",
"lawyers",
"transactions",
"prosecutors"
],
[
"hop",
"hip",
"rap",
"spanish",
"com",
"spain",
"radio",
"language",
"artists",
"tracks"
],
[
"leader",
"silk",
"minister",
"iraq",
"brown",
"party",
"labour",
"prime",
"blair",
"election"
],
[
"india",
"bank",
"company",
"chinese",
"china",
"air",
"indian",
"shares",
"airline",
"korea"
],
[
"countries",
"tsunami",
"aid",
"aids",
"debt",
"africa",
"brown",
"poverty",
"finance",
"nations"
],
[
"coach",
"wales",
"england",
"ireland",
"france",
"half",
"gara",
"robinson",
"nations",
"try"
],
[
"sites",
"mail",
"virus",
"spam",
"infected",
"malicious",
"viruses",
"anti",
"security",
"spammers"
],
[
"holmes",
"champion",
"championships",
"60m",
"olympic",
"race",
"gold",
"indoor",
"gardener",
"jump"
],
[
"chip",
"cell",
"networks",
"3g",
"speeds",
"mobile",
"technology",
"data",
"faster",
"speed"
],
[
"actress",
"awards",
"oscar",
"aviator",
"best",
"film",
"award",
"nominated",
"oscars",
"prize"
],
[
"rugby",
"squad",
"woodward",
"england",
"lions",
"wales",
"players",
"nations",
"club",
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],
[
"barcelona",
"mourinho",
"chelsea",
"league",
"arsenal",
"real",
"champions",
"united",
"play",
"madrid"
],
[
"service",
"customers",
"net",
"calls",
"call",
"mobile",
"broadband",
"phone",
"bt",
"text"
],
[
"rights",
"human",
"trial",
"suspects",
"terrorism",
"lords",
"terror",
"threat",
"without",
"law"
],
[
"mps",
"judge",
"ministers",
"falconer",
"law",
"cases",
"police",
"bill",
"lord",
"justice"
],
[
"band",
"album",
"chart",
"rock",
"single",
"elvis",
"concert",
"number",
"christmas",
"festival"
],
[
"cent",
"50",
"band",
"her",
"black",
"singer",
"music",
"tour",
"stone",
"artists"
],
[
"athens",
"drugs",
"greek",
"banned",
"doping",
"athletes",
"athletics",
"collins",
"olympics",
"tests"
],
[
"site",
"google",
"search",
"attacks",
"web",
"traffic",
"net",
"spam",
"information",
"security"
],
[
"mini",
"apple",
"pc",
"gadget",
"mac",
"ipod",
"machine",
"linux",
"computer",
"gadgets"
],
[
"minimum",
"care",
"workers",
"choice",
"unions",
"pension",
"increase",
"pay",
"age",
"jobs"
],
[
"lending",
"mortgage",
"bank",
"rates",
"house",
"housing",
"prices",
"slowdown",
"market",
"property"
],
[
"sullivan",
"passengers",
"airlines",
"firms",
"sec",
"fraud",
"company",
"flight",
"accounting",
"executives"
],
[
"oil",
"russia",
"auction",
"bankruptcy",
"khodorkovsky",
"gazprom",
"yukos",
"russian",
"gas",
"unit"
],
[
"spider",
"japanese",
"xbox",
"lee",
"game",
"halo",
"japan",
"book",
"release",
"sales"
],
[
"computing",
"technologies",
"ces",
"light",
"digital",
"computer",
"technology",
"image",
"device",
"images"
]
] | 6.322558 | all-MiniLM-L6-v2 | 0.846 | 0.016242 | 0.19483 | 0.930834 |
BBC News | KeyNMF | 43 | 10 | [
[
"election",
"minister",
"blair",
"tory",
"tories",
"mps",
"howard",
"labour",
"government",
"chancellor"
],
[
"3g",
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[
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[
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[
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[
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[
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[
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[
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"ipod",
"digital",
"device",
"gadget",
"devices",
"playstation",
"portable",
"technology"
]
] | 445.90129 | all-MiniLM-L6-v2 | 0.97 | 0.114716 | 0.309783 | 0.919842 |
BBC News | KeyNMF | 44 | 10 | [
[
"election",
"minister",
"blair",
"tory",
"tories",
"mps",
"howard",
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[
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"devices",
"playstation",
"portable",
"technology"
]
] | 466.734381 | all-MiniLM-L6-v2 | 0.97 | 0.114716 | 0.309783 | 0.918691 |
BBC News | KeyNMF | 45 | 10 | [
[
"election",
"minister",
"blair",
"tory",
"tories",
"mps",
"howard",
"labour",
"government",
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[
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]
] | 500.903759 | all-MiniLM-L6-v2 | 0.97 | 0.114716 | 0.309783 | 0.919903 |
BBC News | KeyNMF | 46 | 10 | [
[
"election",
"minister",
"blair",
"tory",
"tories",
"mps",
"howard",
"labour",
"government",
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]
] | 484.592674 | all-MiniLM-L6-v2 | 0.97 | 0.114716 | 0.309783 | 0.916817 |
BBC News | KeyNMF | 43 | 20 | [
[
"gordon",
"secretary",
"minister",
"blair",
"tory",
"labour",
"brown",
"chancellor",
"ministers",
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[
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[
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[
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[
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[
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],
[
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[
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[
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[
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[
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[
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"prices",
"december",
"spending"
]
] | 480.463259 | all-MiniLM-L6-v2 | 0.955 | 0.100323 | 0.302143 | 0.924534 |
BBC News | KeyNMF | 44 | 20 | [
[
"gordon",
"secretary",
"minister",
"blair",
"tory",
"labour",
"brown",
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"december",
"spending"
]
] | 448.698761 | all-MiniLM-L6-v2 | 0.955 | 0.100323 | 0.302143 | 0.925398 |
BBC News | KeyNMF | 45 | 20 | [
[
"gordon",
"secretary",
"minister",
"blair",
"tory",
"labour",
"brown",
"chancellor",
"ministers",
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"december",
"spending"
]
] | 409.553527 | all-MiniLM-L6-v2 | 0.955 | 0.100323 | 0.302143 | 0.925093 |
BBC News | KeyNMF | 46 | 20 | [
[
"gordon",
"secretary",
"minister",
"blair",
"tory",
"labour",
"brown",
"chancellor",
"ministers",
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"december",
"spending"
]
] | 499.407411 | all-MiniLM-L6-v2 | 0.955 | 0.100323 | 0.302143 | 0.924496 |
BBC News | KeyNMF | 43 | 30 | [
[
"labour",
"blair",
"minister",
"chancellor",
"tory",
"gordon",
"tony",
"election",
"alan",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"device",
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"electronics",
"gadget",
"media",
"consumer"
]
] | 439.459853 | all-MiniLM-L6-v2 | 0.91 | 0.069953 | 0.308171 | 0.924779 |
BBC News | KeyNMF | 44 | 30 | [
[
"secretary",
"brown",
"chancellor",
"election",
"tory",
"blair",
"gordon",
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[
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[
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[
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[
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"camera",
"consumer"
]
] | 461.828282 | all-MiniLM-L6-v2 | 0.903333 | 0.082025 | 0.31135 | 0.926177 |
BBC News | KeyNMF | 45 | 30 | [
[
"tory",
"brown",
"chancellor",
"gordon",
"labour",
"tony",
"election",
"minister",
"blair",
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[
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[
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[
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[
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[
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[
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"gadget",
"consumer"
]
] | 459.686917 | all-MiniLM-L6-v2 | 0.916667 | 0.064857 | 0.317861 | 0.924292 |
BBC News | KeyNMF | 46 | 30 | [
[
"tory",
"chancellor",
"labour",
"blair",
"alan",
"tony",
"brown",
"minister",
"election",
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[
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"gadget",
"media",
"consumer"
]
] | 432.225781 | all-MiniLM-L6-v2 | 0.91 | 0.069953 | 0.308171 | 0.926526 |
BBC News | KeyNMF | 43 | 40 | [
[
"gordon",
"minister",
"blair",
"labour",
"chancellor",
"brown",
"election",
"tony",
"alan",
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"channel",
"tv",
"television",
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],
[
"manchester",
"chelsea",
"league",
"liverpool",
"premiership",
"manager",
"united",
"arsenal",
"mourinho",
"everton"
],
[
"drugs",
"athletics",
"suspended",
"doping",
"olympic",
"sport",
"athletes",
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"sprinter",
"athens"
],
[
"album",
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"rock",
"concert",
"u2",
"songs",
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],
[
"gamers",
"games",
"console",
"nintendo",
"playstation",
"gaming",
"sony",
"consoles",
"xbox",
"psp"
],
[
"borrowing",
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],
[
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"gazprom"
],
[
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"roddick",
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],
[
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"labour",
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"blair",
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"conservative",
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],
[
"cinema",
"films",
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"movie",
"director",
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"dvd",
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"hollywood",
"starring"
],
[
"christmas",
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"festive",
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"december",
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],
[
"accused",
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],
[
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],
[
"yen",
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],
[
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],
[
"technology",
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],
[
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],
[
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[
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[
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],
[
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"theft"
],
[
"housing",
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[
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],
[
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"scottish",
"sullivan",
"irish",
"ireland",
"dublin",
"byrne",
"italy",
"murphy",
"victory"
],
[
"computer",
"technology",
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"ibm",
"wireless",
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"internet",
"digital",
"radio",
"audio"
],
[
"spam",
"spammers",
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"advertising",
"mails",
"internet",
"users",
"fraud",
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],
[
"computer",
"cost",
"mac",
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"mini",
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"itunes"
],
[
"firm",
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],
[
"terrorism",
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],
[
"tsunami",
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"million",
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],
[
"wales",
"cardiff",
"davies",
"welsh",
"gareth",
"england",
"france",
"owen",
"match",
"italy"
]
] | 488.058836 | all-MiniLM-L6-v2 | 0.8725 | 0.045127 | 0.295036 | 0.919736 |
BBC News | KeyNMF | 44 | 40 | [
[
"gordon",
"blair",
"tony",
"minister",
"labour",
"election",
"brown",
"chancellor",
"alan",
"downing"
],
[
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[
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[
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[
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[
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],
[
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[
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[
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],
[
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],
[
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],
[
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"gaming",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
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[
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[
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],
[
"mac",
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[
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[
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[
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[
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[
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[
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"byrne",
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],
[
"wireless",
"radio",
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],
[
"mail",
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"users",
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],
[
"passengers",
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],
[
"computers",
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[
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],
[
"gadgets",
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"camera",
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],
[
"companies",
"company",
"firms",
"firm",
"business",
"market",
"profit",
"industry",
"profits",
"sales"
]
] | 435.794201 | all-MiniLM-L6-v2 | 0.8825 | 0.036765 | 0.295743 | 0.924165 |
BBC News | KeyNMF | 45 | 40 | [
[
"labour",
"blair",
"chancellor",
"tory",
"minister",
"gordon",
"election",
"brown",
"tony",
"alan"
],
[
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[
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[
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[
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[
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],
[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
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[
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[
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[
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[
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[
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],
[
"technology",
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[
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[
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[
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[
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[
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[
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"revenue",
"business"
]
] | 475.821022 | all-MiniLM-L6-v2 | 0.8625 | 0.050439 | 0.304449 | 0.926436 |
BBC News | KeyNMF | 46 | 40 | [
[
"election",
"gordon",
"tony",
"labour",
"brown",
"downing",
"alan",
"chancellor",
"minister",
"blair"
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[
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[
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[
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[
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[
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],
[
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"lib"
],
[
"films",
"dvds",
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"hollywood",
"starring"
],
[
"sales",
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"retail",
"christmas",
"retailers",
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"consumer",
"prices",
"festive",
"shopping"
],
[
"tory",
"tories",
"conservatives",
"conservative",
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"howard",
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],
[
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],
[
"exports",
"euro",
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],
[
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"kick",
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],
[
"apple",
"ipod",
"mini",
"mac",
"computer",
"cost",
"computers",
"keyboard",
"machine",
"pc"
],
[
"german",
"uk",
"europe",
"european",
"eu",
"euros",
"euro",
"britain",
"germany",
"countries"
],
[
"glasgow",
"scotland",
"edinburgh",
"smith",
"scots",
"scottish",
"ferguson",
"murray",
"candidate",
"alex"
],
[
"union",
"pension",
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"unions",
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],
[
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"tory"
],
[
"software",
"peer",
"copyright",
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"legal",
"network",
"piracy",
"files",
"theft",
"sharing"
],
[
"security",
"terrorism",
"terror",
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"detained",
"clarke",
"rights",
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],
[
"industry",
"firms",
"companies",
"company",
"firm",
"corporate",
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],
[
"athletes",
"doping",
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"drugs",
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],
[
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],
[
"spammers",
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],
[
"firm",
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],
[
"airline",
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],
[
"digital",
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"cameras",
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"gadgets"
],
[
"sullivan",
"scotland",
"irish",
"france",
"byrne",
"dublin",
"ireland",
"england",
"italy",
"murphy"
],
[
"slowdown",
"market",
"mortgage",
"house",
"housing",
"rates",
"prices",
"rate",
"property",
"lending"
]
] | 471.059442 | all-MiniLM-L6-v2 | 0.8775 | 0.046888 | 0.303558 | 0.924666 |
BBC News | KeyNMF | 43 | 50 | [
[
"minister",
"labour",
"blair",
"chancellor",
"election",
"brown",
"gordon",
"tony",
"alan",
"downing"
],
[
"phones",
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],
[
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[
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[
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],
[
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],
[
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],
[
"virus",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
"consoles",
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"nintendo",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
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[
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],
[
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[
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],
[
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],
[
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[
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[
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
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"mails",
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],
[
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"ban",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
"demand",
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"developers",
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],
[
"carrier",
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],
[
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],
[
"wireless",
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],
[
"songs",
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"media",
"rap",
"rapper",
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"hip",
"spanish",
"spain"
],
[
"market",
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],
[
"gadgets",
"ipod",
"sony",
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"apple",
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"laptops"
],
[
"sites",
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],
[
"davies",
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"owen",
"welsh",
"gareth",
"match",
"france",
"england",
"wales",
"twickenham"
]
] | 437.986595 | all-MiniLM-L6-v2 | 0.828 | 0.036496 | 0.289803 | 0.921896 |
BBC News | KeyNMF | 44 | 50 | [
[
"election",
"minister",
"labour",
"gordon",
"chancellor",
"brown",
"blair",
"tony",
"downing",
"alan"
],
[
"phones",
"phone",
"nokia",
"mobile",
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"multimedia"
],
[
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[
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],
[
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],
[
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],
[
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"bt",
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],
[
"pcs",
"windows",
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],
[
"race",
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"her",
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],
[
"television",
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],
[
"manchester",
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"arsenal",
"everton",
"chelsea",
"alex",
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],
[
"court",
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],
[
"music",
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"concert",
"u2",
"album",
"rock",
"artists",
"tour"
],
[
"sony",
"playstation",
"games",
"nintendo",
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"gamers",
"xbox",
"console",
"psp"
],
[
"spending",
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"borrowing"
],
[
"russian",
"yukos",
"firm",
"russia",
"putin",
"oil",
"vladimir",
"gazprom",
"owned",
"company"
],
[
"match",
"win",
"tennis",
"tournament",
"federer",
"final",
"roddick",
"wimbledon",
"play",
"won"
],
[
"howard",
"tories",
"tory",
"labour",
"plans",
"conservative",
"conservatives",
"blair",
"taxes",
"tax"
],
[
"dvd",
"movies",
"dvds",
"film",
"director",
"hollywood",
"movie",
"films",
"cinema",
"starring"
],
[
"retailers",
"december",
"retail",
"prices",
"consumers",
"shopping",
"festive",
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"christmas",
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],
[
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],
[
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[
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],
[
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],
[
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[
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[
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],
[
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[
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],
[
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],
[
"computers",
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],
[
"spam",
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],
[
"market",
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],
[
"production",
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],
[
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[
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"irish",
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],
[
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[
"glasgow",
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"alex",
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],
[
"revenues",
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],
[
"airlines",
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"passengers",
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"flight",
"flying",
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"india"
],
[
"phone",
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"provider"
],
[
"computer",
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"devices",
"desktop",
"ibm",
"linux",
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],
[
"was",
"he",
"who",
"bbc",
"rap",
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],
[
"firm",
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"firms",
"insurance",
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"fraud"
],
[
"net",
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],
[
"pension",
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[
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"chelsea",
"league",
"players",
"liverpool",
"arsenal",
"champions",
"madrid",
"jose",
"mourinho"
]
] | 476.639716 | all-MiniLM-L6-v2 | 0.846 | 0.033921 | 0.289157 | 0.921798 |
BBC News | KeyNMF | 45 | 50 | [
[
"blair",
"minister",
"labour",
"chancellor",
"brown",
"election",
"gordon",
"tony",
"alan",
"downing"
],
[
"nokia",
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],
[
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],
[
"actor",
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"scorsese",
"award"
],
[
"lions",
"rugby",
"zealand",
"england",
"players",
"coach",
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"clive",
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],
[
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],
[
"telephone",
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"uk",
"bt",
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],
[
"microsoft",
"windows",
"virus",
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"pcs",
"vulnerable",
"attacks",
"security",
"software",
"malicious"
],
[
"olympic",
"winning",
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"holmes",
"her",
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"kelly"
],
[
"viewers",
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"channels",
"shows",
"bbc",
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],
[
"united",
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"chelsea",
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"arsenal",
"liverpool",
"club",
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"manager",
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],
[
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"justice",
"case",
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"accused"
],
[
"rock",
"singer",
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"concert",
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"band",
"u2",
"elvis",
"tour",
"bands"
],
[
"consoles",
"games",
"gamers",
"playstation",
"nintendo",
"sony",
"xbox",
"gaming",
"console",
"psp"
],
[
"spending",
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],
[
"putin",
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"russian",
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"oil",
"firm",
"russia",
"gazprom",
"company",
"owned"
],
[
"match",
"federer",
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"win",
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"wimbledon",
"roddick",
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],
[
"howard",
"tory",
"tories",
"labour",
"conservatives",
"conservative",
"plans",
"blair",
"tax",
"taxes"
],
[
"cinema",
"films",
"movie",
"director",
"dvd",
"film",
"movies",
"dvds",
"hollywood",
"festival"
],
[
"december",
"consumers",
"sales",
"prices",
"christmas",
"retail",
"retailers",
"consumer",
"festive",
"shopping"
],
[
"union",
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],
[
"loan",
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[
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[
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[
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],
[
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[
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],
[
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],
[
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],
[
"legal",
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"files",
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"copyright",
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],
[
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],
[
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],
[
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"murphy",
"scotland",
"victory",
"irish",
"eddie",
"callaghan"
],
[
"rapper",
"music",
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"spanish",
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"radio",
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"los"
],
[
"mails",
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"fraud",
"mail",
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"advertising",
"security",
"consumers",
"users"
],
[
"slowdown",
"rates",
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"lending",
"house",
"housing",
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"prices",
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"property"
],
[
"software",
"ibm",
"desktop",
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"linux",
"computer",
"demand",
"money",
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"devices"
],
[
"terrorism",
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"threats"
],
[
"cameras",
"devices",
"technologies",
"technology",
"tv",
"digital",
"consumer",
"device",
"media",
"samsung"
],
[
"newcastle",
"wilkinson",
"robinson",
"injury",
"coach",
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"injured",
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"barkley"
],
[
"england",
"cardiff",
"france",
"welsh",
"wales",
"davies",
"gareth",
"match",
"owen",
"scotland"
],
[
"earnings",
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],
[
"airlines",
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],
[
"wireless",
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],
[
"prize",
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"winners",
"actress"
],
[
"financial",
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"executives",
"fraud",
"shareholder",
"insurance",
"firms",
"scandal"
],
[
"olympics",
"athens",
"olympic",
"athletes",
"sprinter",
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"doping",
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],
[
"apple",
"electronics",
"gadgets",
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"ipod",
"portable",
"devices",
"sony",
"device",
"laptops"
],
[
"microsoft",
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],
[
"ferguson",
"scottish",
"scotland",
"scots",
"smith",
"glasgow",
"edinburgh",
"alex",
"candidate",
"murray"
]
] | 462.884808 | all-MiniLM-L6-v2 | 0.824 | 0.036402 | 0.291689 | 0.923725 |
BBC News | KeyNMF | 46 | 50 | [
[
"blair",
"brown",
"election",
"chancellor",
"gordon",
"labour",
"minister",
"tony",
"alan",
"downing"
],
[
"mobile",
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"nokia",
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"multimedia"
],
[
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],
[
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[
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],
[
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],
[
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"connections"
],
[
"malicious",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
"playstation",
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],
[
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],
[
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],
[
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],
[
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],
[
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],
[
"december",
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"prices",
"christmas",
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"shopping",
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],
[
"suspects",
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],
[
"funds",
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],
[
"shareholders",
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"5bn",
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"3bn"
],
[
"penalty",
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],
[
"ipod",
"mini",
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"keyboard",
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"itunes"
],
[
"germany",
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"euro",
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],
[
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],
[
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],
[
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"minister"
],
[
"piracy",
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"files",
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"legal",
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"theft"
],
[
"exports",
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"yen",
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],
[
"financial",
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"prosecutors",
"executives",
"securities",
"fraud",
"insurance",
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],
[
"athletics",
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"athletes",
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"athens",
"suspended"
],
[
"rap",
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],
[
"mails",
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],
[
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],
[
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"opportunities"
],
[
"gadgets",
"devices",
"technology",
"device",
"digital",
"gadget",
"electronics",
"camera",
"technologies",
"portable"
],
[
"aid",
"africa",
"nations",
"tsunami",
"countries",
"poverty",
"disaster",
"world",
"million",
"finance"
],
[
"newcastle",
"robinson",
"wilkinson",
"injury",
"squad",
"injured",
"coach",
"injuries",
"back",
"barkley"
],
[
"software",
"computer",
"desktop",
"devices",
"ibm",
"computers",
"demand",
"linux",
"money",
"developers"
],
[
"firm",
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"profits",
"profit",
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],
[
"carriers",
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"passengers",
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"airlines",
"flight",
"flying",
"carrier",
"india"
],
[
"calls",
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"telephone",
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"call",
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"phones",
"provider",
"customers"
],
[
"prize",
"bafta",
"award",
"nominations",
"won",
"nominees",
"nominated",
"awards",
"winners",
"prizes"
],
[
"radio",
"internet",
"digital",
"network",
"computer",
"computers",
"wireless",
"audio",
"satellite",
"stations"
],
[
"dvd",
"dvds",
"sony",
"disc",
"toshiba",
"films",
"samsung",
"film",
"disney",
"formats"
],
[
"rates",
"property",
"prices",
"house",
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],
[
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"chasing",
"wales",
"act",
"offence"
],
[
"scotland",
"ireland",
"irish",
"france",
"italy",
"murphy",
"dublin",
"scottish",
"byrne",
"sullivan"
]
] | 407.472901 | all-MiniLM-L6-v2 | 0.836 | 0.042701 | 0.291157 | 0.925436 |
BBC News | FASTopic | 43 | 10 | [
[
"champion",
"championships",
"athens",
"olympic",
"indoor",
"tennis",
"roddick",
"seed",
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[
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[
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[
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[
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"passengers"
],
[
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[
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],
[
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"deal",
"company",
"court",
"stock"
]
] | 439.547182 | all-MiniLM-L6-v2 | 1 | -0.015722 | 0.216037 | 0.907238 |
BBC News | FASTopic | 44 | 10 | [
[
"japan",
"lending",
"acquisition",
"plant",
"slowed",
"clothing",
"export",
"slowing",
"subsidiary",
"vehicles"
],
[
"understood",
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[
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[
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[
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[
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],
[
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],
[
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[
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[
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"comedy",
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"movie"
]
] | 456.897114 | all-MiniLM-L6-v2 | 1 | -0.025759 | 0.215253 | 0.893602 |
BBC News | FASTopic | 45 | 10 | [
[
"nations",
"rugby",
"england",
"half",
"cup",
"coach",
"side",
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[
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[
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[
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[
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[
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[
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[
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] | 472.801126 | all-MiniLM-L6-v2 | 1 | -0.007482 | 0.198113 | 0.89654 |
BBC News | FASTopic | 46 | 10 | [
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BBC News | FASTopic | 43 | 20 | [
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BBC News | FASTopic | 44 | 20 | [
[
"internet",
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"net",
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[
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[
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BBC News | FASTopic | 45 | 20 | [
[
"software",
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"microsoft",
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BBC News | FASTopic | 46 | 20 | [
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BBC News | FASTopic | 43 | 30 | [
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"yukos",
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BBC News | FASTopic | 44 | 30 | [
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],
[
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],
[
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[
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],
[
"she",
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],
[
"budget",
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],
[
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[
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],
[
"capabilities",
"boxes",
"vodafone",
"stream",
"telecommunications",
"handset",
"customer",
"researchers",
"connected",
"multimedia"
],
[
"games",
"sony",
"ipod",
"dvd",
"format",
"mac",
"nintendo",
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"psp",
"halo"
],
[
"film",
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],
[
"chat",
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],
[
"liverpool",
"milan",
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"fa"
],
[
"infected",
"mails",
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"search",
"install",
"tools",
"google",
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"linux"
],
[
"technology",
"broadband",
"mobile",
"digital",
"tv",
"phone",
"phones",
"nokia",
"satellite",
"3g"
],
[
"prices",
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"china"
],
[
"england",
"ireland",
"wales",
"rugby",
"nations",
"coach",
"robinson",
"lions",
"woodward",
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],
[
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],
[
"singer",
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],
[
"profits",
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"euros"
],
[
"stations",
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"celebrities",
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"episode",
"show",
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],
[
"lawsuit",
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],
[
"melbourne",
"seed",
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],
[
"election",
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],
[
"users",
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],
[
"rate",
"economist",
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"slowdown",
"rates",
"economists",
"adjusted",
"percentage",
"slowed",
"mortgage"
]
] | 3,399.238686 | all-MiniLM-L6-v2 | 1 | -0.106808 | 0.215036 | 0.901647 |
BBC News | FASTopic | 45 | 30 | [
[
"bill",
"spokesman",
"rights",
"law",
"lord",
"police",
"arrest",
"suspects",
"terror",
"clarke"
],
[
"sony",
"console",
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],
[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
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[
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[
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],
[
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],
[
"merger",
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],
[
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],
[
"open",
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],
[
"prince",
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],
[
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],
[
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],
[
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],
[
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],
[
"music",
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],
[
"local",
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"lessons",
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],
[
"doping",
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"athens",
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],
[
"gas",
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],
[
"jewish",
"moral",
"apology",
"straw",
"apologise",
"remarks",
"murder",
"hunt",
"hunting",
"racist"
]
] | 3,319.270173 | all-MiniLM-L6-v2 | 0.993333 | -0.119862 | 0.206485 | 0.902889 |
BBC News | FASTopic | 46 | 30 | [
[
"u2",
"rap",
"hip",
"hop",
"concert",
"elvis",
"album",
"song",
"artists",
"band"
],
[
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],
[
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],
[
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[
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[
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[
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[
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[
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[
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[
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],
[
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],
[
"mobile",
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],
[
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[
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[
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],
[
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],
[
"rugby",
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"robinson",
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],
[
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[
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[
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],
[
"spider",
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],
[
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],
[
"brother",
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[
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[
"stuart",
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"friendly",
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"cap",
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],
[
"computer",
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],
[
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],
[
"software",
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],
[
"police",
"lord",
"law",
"rights",
"falconer",
"suspects",
"arrest",
"bill",
"judges",
"sentence"
]
] | 3,337.204819 | all-MiniLM-L6-v2 | 1 | -0.129381 | 0.189107 | 0.910552 |
BBC News | FASTopic | 43 | 40 | [
[
"growth",
"economic",
"2004",
"sales",
"prices",
"quarter",
"rise",
"economy",
"2005",
"figures"
],
[
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],
[
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],
[
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],
[
"online",
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],
[
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],
[
"celebrity",
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"brother",
"ratings",
"celebrities",
"sex"
],
[
"mobile",
"broadband",
"phone",
"bt",
"3g",
"ofcom",
"speeds",
"satellite",
"handset",
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],
[
"sequel",
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],
[
"wasps",
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"robinson",
"rugby",
"hodgson",
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],
[
"gaming",
"xbox",
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"nintendo",
"handheld",
"sony",
"ipod",
"gamers",
"halo",
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],
[
"shane",
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[
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[
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[
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[
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[
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],
[
"malicious",
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],
[
"eu",
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],
[
"said",
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[
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[
"murder",
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[
"chelsea",
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],
[
"unhappy",
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[
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],
[
"vehicles",
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],
[
"elections",
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[
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[
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],
[
"bankruptcy",
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"khodorkovsky",
"gazprom",
"yukos",
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[
"apologise",
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[
"album",
"hop",
"music",
"hip",
"song",
"band",
"rap",
"concert",
"u2",
"elvis"
],
[
"china",
"deficits",
"yuan",
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],
[
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"passengers",
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],
[
"holmes",
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"gb",
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[
"external",
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[
"airline",
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],
[
"more",
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],
[
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[
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"actress",
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"nominated",
"prize"
]
] | 3,669.212348 | all-MiniLM-L6-v2 | 0.9975 | -0.102215 | 0.206278 | 0.913863 |
BBC News | FASTopic | 44 | 40 | [
[
"windows",
"computer",
"microsoft",
"programs",
"security",
"software",
"virus",
"piracy",
"viruses",
"linux"
],
[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
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],
[
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[
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[
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[
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[
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[
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[
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[
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],
[
"apple",
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"hop",
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],
[
"indoor",
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"holmes",
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"60m",
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"gardener"
],
[
"oil",
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"khodorkovsky",
"putin"
],
[
"broadband",
"3g",
"bt",
"mobile",
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"tv",
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"operators",
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],
[
"games",
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],
[
"vehicles",
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"accessible",
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],
[
"months",
"figures",
"year",
"2004",
"2005",
"deficit",
"economic",
"expected",
"however",
"recent"
]
] | 3,672.340522 | all-MiniLM-L6-v2 | 0.9975 | -0.116119 | 0.201255 | 0.904273 |
BBC News | FASTopic | 45 | 40 | [
[
"google",
"use",
"online",
"search",
"web",
"users",
"technology",
"net",
"information",
"internet"
],
[
"malicious",
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[
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[
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[
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[
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],
[
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[
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[
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],
[
"piracy",
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],
[
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[
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[
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[
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[
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[
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],
[
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],
[
"phone",
"mobile",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
"60m",
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[
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[
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[
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[
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"barcelona",
"liverpool",
"mourinho",
"ferguson",
"everton"
]
] | 3,667.604707 | all-MiniLM-L6-v2 | 1 | -0.146517 | 0.212548 | 0.904298 |
BBC News | FASTopic | 46 | 40 | [
[
"handset",
"broadband",
"subscription",
"ofcom",
"speeds",
"bt",
"vodafone",
"jupiter",
"dial",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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]
] | 3,651.48226 | all-MiniLM-L6-v2 | 0.995 | -0.166194 | 0.200765 | 0.904274 |
BBC News | FASTopic | 43 | 50 | [
[
"jewish",
"constituency",
"poster",
"polls",
"pm",
"silk",
"milburn",
"truth",
"seats",
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[
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],
[
"court",
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],
[
"lay",
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],
[
"housing",
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],
[
"think",
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],
[
"ofcom",
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],
[
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"local",
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],
[
"hunt",
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],
[
"withdrew",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
"shopping",
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],
[
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[
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[
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[
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[
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],
[
"film",
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],
[
"he",
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],
[
"growth",
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[
"rafael",
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],
[
"fantasy",
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"9m",
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],
[
"children",
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[
"airline",
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[
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[
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[
"able",
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[
"suicide",
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[
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[
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[
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[
"apple",
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[
"dvd",
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"console",
"definition",
"xbox",
"gamers",
"studios",
"warner",
"consoles"
]
] | 3,718.187247 | all-MiniLM-L6-v2 | 0.992 | -0.140638 | 0.20095 | 0.904442 |
BBC News | FASTopic | 44 | 50 | [
[
"falconer",
"constitutional",
"children",
"convention",
"identity",
"teachers",
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[
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[
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],
[
"liverpool",
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],
[
"dvds",
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],
[
"plans",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"releases"
]
] | 3,668.521009 | all-MiniLM-L6-v2 | 0.992 | -0.124183 | 0.195482 | 0.904572 |
BBC News | FASTopic | 45 | 50 | [
[
"amazon",
"engines",
"suppliers",
"car",
"desktop",
"subscribers",
"engine",
"telecommunications",
"advertising",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"software",
"websites"
]
] | 3,649.455481 | all-MiniLM-L6-v2 | 0.994 | -0.146743 | 0.201008 | 0.912581 |
BBC News | FASTopic | 46 | 50 | [
[
"judgement",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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] | 3,660.33427 | all-MiniLM-L6-v2 | 0.996 | -0.137225 | 0.198484 | 0.913364 |
BBC News | S³ | 43 | 10 | [
[
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] | 318.424672 | all-MiniLM-L6-v2 | 0.96 | -0.243616 | 0.310863 | 0.904912 |