Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Size:
10K - 100K
ArXiv:
Tags:
sentence-transformers
License:
Convert dataset to Parquet
#4
by
albertvillanova
HF staff
- opened
- README.md +133 -53
- dataset_infos.json +0 -1
- de/dev-00000-of-00001.parquet +3 -0
- de/test-00000-of-00001.parquet +3 -0
- de/train-00000-of-00001.parquet +3 -0
- en/dev-00000-of-00001.parquet +3 -0
- en/test-00000-of-00001.parquet +3 -0
- en/train-00000-of-00001.parquet +3 -0
- es/dev-00000-of-00001.parquet +3 -0
- es/test-00000-of-00001.parquet +3 -0
- es/train-00000-of-00001.parquet +3 -0
- fr/dev-00000-of-00001.parquet +3 -0
- fr/test-00000-of-00001.parquet +3 -0
- fr/train-00000-of-00001.parquet +3 -0
- it/dev-00000-of-00001.parquet +3 -0
- it/test-00000-of-00001.parquet +3 -0
- it/train-00000-of-00001.parquet +3 -0
- nl/dev-00000-of-00001.parquet +3 -0
- nl/test-00000-of-00001.parquet +3 -0
- nl/train-00000-of-00001.parquet +3 -0
- pl/dev-00000-of-00001.parquet +3 -0
- pl/test-00000-of-00001.parquet +3 -0
- pl/train-00000-of-00001.parquet +3 -0
- pt/dev-00000-of-00001.parquet +3 -0
- pt/test-00000-of-00001.parquet +3 -0
- pt/train-00000-of-00001.parquet +3 -0
- ru/dev-00000-of-00001.parquet +3 -0
- ru/test-00000-of-00001.parquet +3 -0
- ru/train-00000-of-00001.parquet +3 -0
- stsb_multi_mt.py +0 -196
- zh/dev-00000-of-00001.parquet +3 -0
- zh/test-00000-of-00001.parquet +3 -0
- zh/train-00000-of-00001.parquet +3 -0
README.md
CHANGED
@@ -29,10 +29,9 @@ task_categories:
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task_ids:
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- text-scoring
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- semantic-similarity-scoring
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-
paperswithcode_id: null
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pretty_name: STSb Multi MT
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dataset_info:
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-
- config_name:
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features:
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- name: sentence1
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dtype: string
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@@ -42,17 +41,17 @@ dataset_info:
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dtype: float32
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splits:
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- name: train
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num_examples: 5749
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num_examples: 1379
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- name: dev
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num_examples: 1500
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-
download_size:
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dataset_size:
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- config_name:
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features:
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- name: sentence1
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dtype: string
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@@ -62,16 +61,16 @@ dataset_info:
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dtype: float32
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splits:
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- name: train
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num_bytes:
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num_examples: 5749
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num_examples: 1500
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download_size:
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dataset_size:
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- config_name: es
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features:
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- name: sentence1
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@@ -82,16 +81,16 @@ dataset_info:
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dtype: float32
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splits:
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num_bytes:
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num_examples: 1500
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download_size:
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dataset_size:
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- config_name: fr
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features:
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- name: sentence1
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@@ -102,16 +101,16 @@ dataset_info:
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dtype: float32
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splits:
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- name: train
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num_examples: 1379
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num_bytes:
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num_examples: 1500
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download_size:
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dataset_size:
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- config_name: it
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features:
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- name: sentence1
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@@ -122,16 +121,16 @@ dataset_info:
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dtype: float32
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splits:
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num_examples: 1379
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- name: dev
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num_bytes:
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num_examples: 1500
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download_size:
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dataset_size:
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- config_name: nl
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features:
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- name: sentence1
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@@ -142,16 +141,16 @@ dataset_info:
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dtype: float32
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splits:
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num_examples: 1500
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features:
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- name: sentence1
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@@ -162,16 +161,16 @@ dataset_info:
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dtype: float32
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splits:
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num_examples: 1379
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num_examples: 1500
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download_size:
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dataset_size:
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- config_name: pt
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features:
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- name: sentence1
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@@ -182,16 +181,16 @@ dataset_info:
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dtype: float32
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splits:
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num_examples: 1379
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num_examples: 1500
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features:
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- name: sentence1
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@@ -202,16 +201,16 @@ dataset_info:
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splits:
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download_size:
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- config_name: zh
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features:
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- name: sentence1
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@@ -222,16 +221,97 @@ dataset_info:
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dtype: float32
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splits:
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---
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# Dataset Card for STSb Multi MT
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task_ids:
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- text-scoring
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- semantic-similarity-scoring
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pretty_name: STSb Multi MT
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dataset_info:
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+
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dtype: float32
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dtype: string
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dtype: float32
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data_files:
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path: zh/test-*
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- split: dev
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path: zh/dev-*
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---
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# Dataset Card for STSb Multi MT
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dataset_infos.json
DELETED
@@ -1 +0,0 @@
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size 156545
|
es/test-00000-of-00001.parquet
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size 119167
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es/train-00000-of-00001.parquet
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size 527508
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fr/dev-00000-of-00001.parquet
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size 162964
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fr/test-00000-of-00001.parquet
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size 122816
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nl/dev-00000-of-00001.parquet
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size 517004
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pl/dev-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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pl/train-00000-of-00001.parquet
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pt/dev-00000-of-00001.parquet
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size 157547
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pt/test-00000-of-00001.parquet
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ru/dev-00000-of-00001.parquet
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|
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ADDED
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version https://git-lfs.github.com/spec/v1
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size 721479
|
stsb_multi_mt.py
DELETED
@@ -1,196 +0,0 @@
|
|
1 |
-
# coding=utf-8
|
2 |
-
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
|
3 |
-
#
|
4 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
5 |
-
# you may not use this file except in compliance with the License.
|
6 |
-
# You may obtain a copy of the License at
|
7 |
-
#
|
8 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
9 |
-
#
|
10 |
-
# Unless required by applicable law or agreed to in writing, software
|
11 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
12 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
13 |
-
# See the License for the specific language governing permissions and
|
14 |
-
# limitations under the License.
|
15 |
-
"""These are different multilingual translations and the English original of the STSbenchmark dataset."""
|
16 |
-
|
17 |
-
|
18 |
-
import csv
|
19 |
-
|
20 |
-
import datasets
|
21 |
-
|
22 |
-
|
23 |
-
_CITATION = """\
|
24 |
-
@InProceedings{huggingface:dataset:stsb_multi_mt,
|
25 |
-
title = {Machine translated multilingual STS benchmark dataset.},
|
26 |
-
author={Philip May},
|
27 |
-
year={2021},
|
28 |
-
url={https://github.com/PhilipMay/stsb-multi-mt}
|
29 |
-
}
|
30 |
-
"""
|
31 |
-
|
32 |
-
_DESCRIPTION = """\
|
33 |
-
These are different multilingual translations and the English original of the STSbenchmark dataset. \
|
34 |
-
Translation has been done with deepl.com.
|
35 |
-
"""
|
36 |
-
|
37 |
-
_HOMEPAGE = "https://github.com/PhilipMay/stsb-multi-mt"
|
38 |
-
|
39 |
-
_LICENSE = "custom license - see project page"
|
40 |
-
|
41 |
-
_BASE_URL = "https://raw.githubusercontent.com/PhilipMay/stsb-multi-mt/main/data"
|
42 |
-
|
43 |
-
|
44 |
-
class StsbMultiMt(datasets.GeneratorBasedBuilder):
|
45 |
-
"""These are different multilingual translations and the English original of the STSbenchmark dataset.
|
46 |
-
|
47 |
-
Translation has been done with deepl.com.
|
48 |
-
"""
|
49 |
-
|
50 |
-
VERSION = datasets.Version("1.0.0")
|
51 |
-
|
52 |
-
BUILDER_CONFIGS = [
|
53 |
-
datasets.BuilderConfig(
|
54 |
-
name="en",
|
55 |
-
version=VERSION,
|
56 |
-
description="This is the original English STS benchmark data set.",
|
57 |
-
),
|
58 |
-
datasets.BuilderConfig(
|
59 |
-
name="de",
|
60 |
-
version=VERSION,
|
61 |
-
description="This is the German STS benchmark data set.",
|
62 |
-
),
|
63 |
-
datasets.BuilderConfig(
|
64 |
-
name="es",
|
65 |
-
version=VERSION,
|
66 |
-
description="This is the Spanish STS benchmark data set.",
|
67 |
-
),
|
68 |
-
datasets.BuilderConfig(
|
69 |
-
name="fr",
|
70 |
-
version=VERSION,
|
71 |
-
description="This is the French STS benchmark data set.",
|
72 |
-
),
|
73 |
-
datasets.BuilderConfig(
|
74 |
-
name="it",
|
75 |
-
version=VERSION,
|
76 |
-
description="This is the Italian STS benchmark data set.",
|
77 |
-
),
|
78 |
-
# here seems to be an issue - see https://github.com/PhilipMay/stsb-multi-mt/issues/1
|
79 |
-
# datasets.BuilderConfig(name="ja", version=VERSION, description="This is the Japanese STS benchmark data set."),
|
80 |
-
datasets.BuilderConfig(
|
81 |
-
name="nl",
|
82 |
-
version=VERSION,
|
83 |
-
description="This is the Dutch STS benchmark data set.",
|
84 |
-
),
|
85 |
-
datasets.BuilderConfig(
|
86 |
-
name="pl",
|
87 |
-
version=VERSION,
|
88 |
-
description="This is the Polish STS benchmark data set.",
|
89 |
-
),
|
90 |
-
datasets.BuilderConfig(
|
91 |
-
name="pt",
|
92 |
-
version=VERSION,
|
93 |
-
description="This is the Portuguese STS benchmark data set.",
|
94 |
-
),
|
95 |
-
datasets.BuilderConfig(
|
96 |
-
name="ru",
|
97 |
-
version=VERSION,
|
98 |
-
description="This is the Russian STS benchmark data set.",
|
99 |
-
),
|
100 |
-
datasets.BuilderConfig(
|
101 |
-
name="zh",
|
102 |
-
version=VERSION,
|
103 |
-
description="This is the Chinese (simplified) STS benchmark data set.",
|
104 |
-
),
|
105 |
-
]
|
106 |
-
|
107 |
-
def _info(self):
|
108 |
-
features = datasets.Features(
|
109 |
-
{
|
110 |
-
"sentence1": datasets.Value("string"),
|
111 |
-
"sentence2": datasets.Value("string"),
|
112 |
-
"similarity_score": datasets.Value("float"),
|
113 |
-
}
|
114 |
-
)
|
115 |
-
return datasets.DatasetInfo(
|
116 |
-
# This is the description that will appear on the datasets page.
|
117 |
-
description=_DESCRIPTION,
|
118 |
-
# This defines the different columns of the dataset and their types
|
119 |
-
features=features, # Here we define them above because they are different between the two configurations
|
120 |
-
# If there's a common (input, target) tuple from the features,
|
121 |
-
# specify them here. They'll be used if as_supervised=True in
|
122 |
-
# builder.as_dataset.
|
123 |
-
supervised_keys=None,
|
124 |
-
# Homepage of the dataset for documentation
|
125 |
-
homepage=_HOMEPAGE,
|
126 |
-
# License for the dataset if available
|
127 |
-
license=_LICENSE,
|
128 |
-
# Citation for the dataset
|
129 |
-
citation=_CITATION,
|
130 |
-
)
|
131 |
-
|
132 |
-
def _split_generators(self, dl_manager):
|
133 |
-
"""Returns SplitGenerators."""
|
134 |
-
urls_to_download = {
|
135 |
-
"train": f"{_BASE_URL}/stsb-{self.config.name}-train.csv",
|
136 |
-
"dev": f"{_BASE_URL}/stsb-{self.config.name}-dev.csv",
|
137 |
-
"test": f"{_BASE_URL}/stsb-{self.config.name}-test.csv",
|
138 |
-
}
|
139 |
-
downloaded_files = dl_manager.download(urls_to_download)
|
140 |
-
return [
|
141 |
-
datasets.SplitGenerator(
|
142 |
-
name=datasets.Split.TRAIN,
|
143 |
-
# These kwargs will be passed to _generate_examples
|
144 |
-
gen_kwargs={
|
145 |
-
"filepath": downloaded_files["train"],
|
146 |
-
},
|
147 |
-
),
|
148 |
-
datasets.SplitGenerator(
|
149 |
-
name=datasets.Split.TEST,
|
150 |
-
# These kwargs will be passed to _generate_examples
|
151 |
-
gen_kwargs={
|
152 |
-
"filepath": downloaded_files["test"],
|
153 |
-
},
|
154 |
-
),
|
155 |
-
datasets.SplitGenerator(
|
156 |
-
name=datasets.NamedSplit("dev"),
|
157 |
-
# These kwargs will be passed to _generate_examples
|
158 |
-
gen_kwargs={
|
159 |
-
"filepath": downloaded_files["dev"],
|
160 |
-
},
|
161 |
-
),
|
162 |
-
]
|
163 |
-
|
164 |
-
def _generate_examples(
|
165 |
-
self,
|
166 |
-
filepath, # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
|
167 |
-
):
|
168 |
-
"""Yields examples as (key, example) tuples."""
|
169 |
-
# This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
|
170 |
-
# The `key` is here for legacy reason (tfds) and is not important in itself.
|
171 |
-
with open(filepath, newline="", encoding="utf-8") as csvfile:
|
172 |
-
csv_dict_reader = csv.DictReader(
|
173 |
-
csvfile,
|
174 |
-
fieldnames=["sentence1", "sentence2", "similarity_score"],
|
175 |
-
dialect="excel",
|
176 |
-
)
|
177 |
-
for id_, row in enumerate(csv_dict_reader):
|
178 |
-
# do asserts
|
179 |
-
assert "sentence1" in row
|
180 |
-
assert isinstance(row["sentence1"], str)
|
181 |
-
assert len(row["sentence1"].strip()) > 0
|
182 |
-
assert "sentence2" in row
|
183 |
-
assert isinstance(row["sentence2"], str)
|
184 |
-
assert len(row["sentence2"].strip()) > 0
|
185 |
-
assert "similarity_score" in row
|
186 |
-
assert isinstance(row["similarity_score"], str)
|
187 |
-
assert len(row["similarity_score"].strip()) > 0
|
188 |
-
|
189 |
-
# convert similarity_score from str to float
|
190 |
-
row["similarity_score"] = float(row["similarity_score"])
|
191 |
-
|
192 |
-
# do more asserts
|
193 |
-
assert row["similarity_score"] >= 0.0
|
194 |
-
assert row["similarity_score"] <= 5.0
|
195 |
-
|
196 |
-
yield id_, row
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
zh/dev-00000-of-00001.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
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version https://git-lfs.github.com/spec/v1
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zh/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd16dd690b9db6eb8b399e765af566e261ed9bbc6ac074e9b64b769c33cf459f
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size 106910
|
zh/train-00000-of-00001.parquet
ADDED
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|
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version https://git-lfs.github.com/spec/v1
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oid sha256:440304dcec07c0aa05df9a52d6bd9b25e34072592399e6157dbb9f2a92c53b88
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size 468340
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