model update
Browse files- README.md +144 -0
- config.json +1 -1
- eval/metric.first.answer.paragraph_question.answer.lmqg_qg_tweetqa.default.json +1 -0
- eval/samples.test.hyp.paragraph_question.answer.lmqg_qg_tweetqa.default.txt +1203 -0
- eval/samples.validation.hyp.paragraph_question.answer.lmqg_qg_tweetqa.default.txt +1086 -0
- pytorch_model.bin +2 -2
- tokenizer_config.json +1 -1
- trainer_config.json +1 -0
README.md
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---
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license: cc-by-4.0
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metrics:
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- bleu4
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- meteor
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- rouge-l
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- bertscore
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- moverscore
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language: en
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datasets:
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- lmqg/qg_tweetqa
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pipeline_tag: text2text-generation
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tags:
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- question answering
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widget:
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- text: "question: What is a person called is practicing heresy?, context: Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things."
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example_title: "Question Answering Example 1"
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- text: "question: who created the post as we know it today?, context: 'So much of The Post is Ben,' Mrs. Graham said in 1994, three years after Bradlee retired as editor. 'He created it as we know it today.'— Ed O'Keefe (@edatpost) October 21, 2014"
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example_title: "Question Answering Example 2"
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model-index:
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- name: lmqg/t5-large-tweetqa-qa
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results:
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- task:
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name: Text2text Generation
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type: text2text-generation
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dataset:
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name: lmqg/qg_tweetqa
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type: default
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args: default
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metrics:
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- name: BLEU4 (Question Answering)
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type: bleu4_question_answering
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value: 35.02
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- name: ROUGE-L (Question Answering)
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type: rouge_l_question_answering
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value: 64.13
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- name: METEOR (Question Answering)
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type: meteor_question_answering
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value: 36.5
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- name: BERTScore (Question Answering)
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type: bertscore_question_answering
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value: 94.8
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- name: MoverScore (Question Answering)
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type: moverscore_question_answering
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value: 80.79
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- name: AnswerF1Score (Question Answering)
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type: answer_f1_score__question_answering
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value: 71.1
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- name: AnswerExactMatch (Question Answering)
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type: answer_exact_match_question_answering
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value: 54.45
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---
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# Model Card of `lmqg/t5-large-tweetqa-qa`
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This model is fine-tuned version of [t5-large](https://huggingface.co/t5-large) for question answering task on the [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) (dataset_name: default) via [`lmqg`](https://github.com/asahi417/lm-question-generation).
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### Overview
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- **Language model:** [t5-large](https://huggingface.co/t5-large)
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- **Language:** en
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- **Training data:** [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) (default)
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- **Online Demo:** [https://autoqg.net/](https://autoqg.net/)
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- **Repository:** [https://github.com/asahi417/lm-question-generation](https://github.com/asahi417/lm-question-generation)
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- **Paper:** [https://arxiv.org/abs/2210.03992](https://arxiv.org/abs/2210.03992)
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### Usage
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- With [`lmqg`](https://github.com/asahi417/lm-question-generation#lmqg-language-model-for-question-generation-)
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```python
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from lmqg import TransformersQG
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# initialize model
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model = TransformersQG(language="en", model="lmqg/t5-large-tweetqa-qa")
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# model prediction
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answers = model.answer_q(list_question="What is a person called is practicing heresy?", list_context=" Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.")
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```
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- With `transformers`
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```python
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from transformers import pipeline
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pipe = pipeline("text2text-generation", "lmqg/t5-large-tweetqa-qa")
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output = pipe("question: What is a person called is practicing heresy?, context: Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.")
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```
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## Evaluation
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- ***Metric (Question Answering)***: [raw metric file](https://huggingface.co/lmqg/t5-large-tweetqa-qa/raw/main/eval/metric.first.answer.paragraph_question.answer.lmqg_qg_tweetqa.default.json)
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| | Score | Type | Dataset |
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|:-----------------|--------:|:--------|:-------------------------------------------------------------------|
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| AnswerExactMatch | 54.45 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| AnswerF1Score | 71.1 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| BERTScore | 94.8 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| Bleu_1 | 58.53 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| Bleu_2 | 49.65 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| Bleu_3 | 41.43 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| Bleu_4 | 35.02 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| METEOR | 36.5 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| MoverScore | 80.79 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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| ROUGE_L | 64.13 | default | [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) |
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## Training hyperparameters
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The following hyperparameters were used during fine-tuning:
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- dataset_path: lmqg/qg_tweetqa
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- dataset_name: default
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- input_types: ['paragraph_question']
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- output_types: ['answer']
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| 116 |
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- prefix_types: None
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- model: t5-large
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- max_length: 512
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- max_length_output: 32
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- epoch: 6
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- batch: 16
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- lr: 5e-05
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- fp16: False
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- random_seed: 1
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- gradient_accumulation_steps: 4
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- label_smoothing: 0.15
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The full configuration can be found at [fine-tuning config file](https://huggingface.co/lmqg/t5-large-tweetqa-qa/raw/main/trainer_config.json).
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## Citation
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```
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@inproceedings{ushio-etal-2022-generative,
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title = "{G}enerative {L}anguage {M}odels for {P}aragraph-{L}evel {Q}uestion {G}eneration",
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author = "Ushio, Asahi and
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Alva-Manchego, Fernando and
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Camacho-Collados, Jose",
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booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
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month = dec,
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year = "2022",
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address = "Abu Dhabi, U.A.E.",
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publisher = "Association for Computational Linguistics",
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}
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```
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config.json
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{
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"_name_or_path": "lmqg_output/t5-large-tweetqa-qa/
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"add_prefix": false,
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"architectures": [
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"T5ForConditionalGeneration"
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{
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"_name_or_path": "lmqg_output/t5-large-tweetqa-qa/model_woixzh/epoch_2",
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"add_prefix": false,
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"architectures": [
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"T5ForConditionalGeneration"
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eval/metric.first.answer.paragraph_question.answer.lmqg_qg_tweetqa.default.json
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{"validation": {"Bleu_1": 0.6079710144925333, "Bleu_2": 0.5170143740772893, "Bleu_3": 0.41946982056522875, "Bleu_4": 0.3333142737622577, "METEOR": 0.3863761745796217, "ROUGE_L": 0.665399575928025, "BERTScore": 0.9488273331034469, "MoverScore": 0.818830658463719, "AnswerF1Score": 72.9123002985531, "AnswerExactMatch": 58.28729281767956}, "test": {"Bleu_1": 0.5852737570797403, "Bleu_2": 0.49654388610718897, "Bleu_3": 0.4142777169325766, "Bleu_4": 0.350199898627781, "METEOR": 0.36501349682211404, "ROUGE_L": 0.6412840978749815, "BERTScore": 0.948016997782865, "MoverScore": 0.8079088074520471, "AnswerF1Score": 71.1040333546567, "AnswerExactMatch": 54.447215295095596}}
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eval/samples.test.hyp.paragraph_question.answer.lmqg_qg_tweetqa.default.txt
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|
| 1 |
+
5 years in 5 seconds
|
| 2 |
+
5 years
|
| 3 |
+
5 seconds
|
| 4 |
+
5 years in 5 seconds
|
| 5 |
+
southwest airlines
|
| 6 |
+
aircraft have been removed from service for maintenance checks
|
| 7 |
+
crying
|
| 8 |
+
real tears
|
| 9 |
+
blank space
|
| 10 |
+
taylor
|
| 11 |
+
tomorrow
|
| 12 |
+
37500
|
| 13 |
+
zach lowe
|
| 14 |
+
straight face
|
| 15 |
+
ebola
|
| 16 |
+
before and after the flight
|
| 17 |
+
5%
|
| 18 |
+
25%
|
| 19 |
+
ucshooting tragedy
|
| 20 |
+
portland
|
| 21 |
+
the washington post
|
| 22 |
+
poll numbers
|
| 23 |
+
jeff gordon
|
| 24 |
+
sideburns, a mullet and a taxi cab
|
| 25 |
+
tweet is not visible
|
| 26 |
+
tweet is not visible
|
| 27 |
+
saturday night live
|
| 28 |
+
donald trump
|
| 29 |
+
south carolina
|
| 30 |
+
picking cotton
|
| 31 |
+
china
|
| 32 |
+
the winners room
|
| 33 |
+
at the top of a staircase
|
| 34 |
+
st. mary's
|
| 35 |
+
ticket refunds
|
| 36 |
+
ew
|
| 37 |
+
16
|
| 38 |
+
an adult day care center
|
| 39 |
+
the white house has become an adult day care center
|
| 40 |
+
migrants & refugees
|
| 41 |
+
serbia-croatia
|
| 42 |
+
lauren hill
|
| 43 |
+
st. louis county pd
|
| 44 |
+
expression of regret for not being able to do something
|
| 45 |
+
not being able to do something
|
| 46 |
+
the dumb media
|
| 47 |
+
dumb
|
| 48 |
+
consistency
|
| 49 |
+
atletico
|
| 50 |
+
durbanites
|
| 51 |
+
immigrants
|
| 52 |
+
scotland
|
| 53 |
+
panmure golf club
|
| 54 |
+
willow seeds
|
| 55 |
+
snow
|
| 56 |
+
west boca
|
| 57 |
+
u.s. marshals
|
| 58 |
+
going to white house
|
| 59 |
+
white house
|
| 60 |
+
one year
|
| 61 |
+
bring back our girls
|
| 62 |
+
chris rock
|
| 63 |
+
the oscars
|
| 64 |
+
jharrison 9292
|
| 65 |
+
steelers
|
| 66 |
+
put her face on a shirt
|
| 67 |
+
paul walker
|
| 68 |
+
he died.
|
| 69 |
+
beautiful person and talent
|
| 70 |
+
way to soon
|
| 71 |
+
beautiful
|
| 72 |
+
they know people are praying
|
| 73 |
+
they make the right choices in their stressful jobs
|
| 74 |
+
a sandwich
|
| 75 |
+
a broomstick
|
| 76 |
+
megyn kelly
|
| 77 |
+
italy
|
| 78 |
+
roger rees
|
| 79 |
+
dear friend and colleague
|
| 80 |
+
it will happen here
|
| 81 |
+
internet
|
| 82 |
+
kkk jokes
|
| 83 |
+
@khloekardashian
|
| 84 |
+
kellyanne conway
|
| 85 |
+
britney ever after
|
| 86 |
+
stop
|
| 87 |
+
@kanyewest
|
| 88 |
+
donald trump
|
| 89 |
+
russian
|
| 90 |
+
duke and duchess of cambridge
|
| 91 |
+
duke and duchess of cambridge
|
| 92 |
+
disgusting
|
| 93 |
+
nytimes
|
| 94 |
+
booyah
|
| 95 |
+
zero
|
| 96 |
+
potus
|
| 97 |
+
led and served our country
|
| 98 |
+
she better not be dead
|
| 99 |
+
eric the actor
|
| 100 |
+
eric the actor
|
| 101 |
+
democrats
|
| 102 |
+
so many obama democrats voted for him
|
| 103 |
+
years
|
| 104 |
+
michigan, ohio, penn and a second term
|
| 105 |
+
the daily show
|
| 106 |
+
uefa
|
| 107 |
+
group b
|
| 108 |
+
6:00 pm
|
| 109 |
+
group b
|
| 110 |
+
another spider-man movie reboot
|
| 111 |
+
josh peck and drake bell
|
| 112 |
+
his favorite childhood tv show brothers got married
|
| 113 |
+
philly
|
| 114 |
+
1,000
|
| 115 |
+
jacob lescenskii
|
| 116 |
+
he made a huge impact.
|
| 117 |
+
beyonce
|
| 118 |
+
7-eleven
|
| 119 |
+
0
|
| 120 |
+
90 percent
|
| 121 |
+
intensified fighting in mosul
|
| 122 |
+
nneveh to kurdistan
|
| 123 |
+
haradh
|
| 124 |
+
15
|
| 125 |
+
every moment I exist is agony
|
| 126 |
+
katy
|
| 127 |
+
her son
|
| 128 |
+
a couple of presents for the girls
|
| 129 |
+
a couple of presents
|
| 130 |
+
new owners and a new management team
|
| 131 |
+
read all about it here
|
| 132 |
+
caterham f1 team
|
| 133 |
+
he feels sorry for dummy reporter john Heilemann
|
| 134 |
+
dummy reporter john Heilemann
|
| 135 |
+
yvette d. clewis
|
| 136 |
+
john lewis
|
| 137 |
+
potus
|
| 138 |
+
statement on north korea nukes
|
| 139 |
+
spend less time voting in the senate
|
| 140 |
+
he resolves to spend less time voting in the senate
|
| 141 |
+
they said what so many of us want to say.
|
| 142 |
+
the khan's
|
| 143 |
+
presidential bling
|
| 144 |
+
campus
|
| 145 |
+
steve bannon
|
| 146 |
+
in my drafts
|
| 147 |
+
sacramento kings
|
| 148 |
+
demarcus cousins
|
| 149 |
+
iran
|
| 150 |
+
the nuclear deal
|
| 151 |
+
counts
|
| 152 |
+
switzerland
|
| 153 |
+
honduras
|
| 154 |
+
two
|
| 155 |
+
two
|
| 156 |
+
wilmariel and jason
|
| 157 |
+
orlando's pulse nightclub
|
| 158 |
+
the family
|
| 159 |
+
chester bennington
|
| 160 |
+
proper eyewear
|
| 161 |
+
solar eclipse
|
| 162 |
+
make it rich again
|
| 163 |
+
inauguration
|
| 164 |
+
cleveland
|
| 165 |
+
tara the hero cat and family
|
| 166 |
+
BOGO offer
|
| 167 |
+
lebron james
|
| 168 |
+
colombia's game
|
| 169 |
+
2018
|
| 170 |
+
democrats
|
| 171 |
+
a muslim
|
| 172 |
+
mosques all over the world
|
| 173 |
+
james van der beek
|
| 174 |
+
the women who stayed silent
|
| 175 |
+
3 feet
|
| 176 |
+
the fcc
|
| 177 |
+
a loss
|
| 178 |
+
senzo meyiwa
|
| 179 |
+
james gunn
|
| 180 |
+
guardians of the galaxy
|
| 181 |
+
the city
|
| 182 |
+
donald trump
|
| 183 |
+
" and then what?"
|
| 184 |
+
good
|
| 185 |
+
iowa
|
| 186 |
+
winter
|
| 187 |
+
miss cleo
|
| 188 |
+
my mom
|
| 189 |
+
domino
|
| 190 |
+
deadpool
|
| 191 |
+
why there is going to be a toy story
|
| 192 |
+
a toy story
|
| 193 |
+
the school district
|
| 194 |
+
to get a diplomatic resolution
|
| 195 |
+
sanctions
|
| 196 |
+
beyonce
|
| 197 |
+
solar
|
| 198 |
+
climate action
|
| 199 |
+
COP22
|
| 200 |
+
paris agreement and climate action
|
| 201 |
+
iraqi command
|
| 202 |
+
reclaiming their territory from iSIL
|
| 203 |
+
kanye
|
| 204 |
+
trump, kanye and staff
|
| 205 |
+
super bowl
|
| 206 |
+
even falls on beat
|
| 207 |
+
basic human decency
|
| 208 |
+
ratings
|
| 209 |
+
basic human decency
|
| 210 |
+
work harder
|
| 211 |
+
four
|
| 212 |
+
the redstate gathering
|
| 213 |
+
ben bradlee
|
| 214 |
+
jennifer aniston
|
| 215 |
+
justin theroux
|
| 216 |
+
beyonce
|
| 217 |
+
emmys
|
| 218 |
+
nytimes critic
|
| 219 |
+
shonda rhimes
|
| 220 |
+
rebooting
|
| 221 |
+
charlotte
|
| 222 |
+
a flower
|
| 223 |
+
because he feels that we are all one.
|
| 224 |
+
jesse williams
|
| 225 |
+
jonathan bennett
|
| 226 |
+
i'm going to ask you all
|
| 227 |
+
tomorrow morning
|
| 228 |
+
he is a hip hop lover.
|
| 229 |
+
hip hop lovers
|
| 230 |
+
2015
|
| 231 |
+
boston
|
| 232 |
+
hillary clinton
|
| 233 |
+
philly
|
| 234 |
+
david burtka
|
| 235 |
+
italy
|
| 236 |
+
he and david burtka got married
|
| 237 |
+
italy
|
| 238 |
+
reds to braves
|
| 239 |
+
$14 million
|
| 240 |
+
arkansas
|
| 241 |
+
august 4, 2014
|
| 242 |
+
a total of 3 users.
|
| 243 |
+
camelot
|
| 244 |
+
president obama
|
| 245 |
+
he is a turn of little cmoore
|
| 246 |
+
youtube
|
| 247 |
+
it felt like night
|
| 248 |
+
crickets
|
| 249 |
+
democratic congresswoman
|
| 250 |
+
zachary hammond
|
| 251 |
+
in the light
|
| 252 |
+
having the opportunity to meet him
|
| 253 |
+
gordie howe
|
| 254 |
+
peas in guac
|
| 255 |
+
the nyt
|
| 256 |
+
my country
|
| 257 |
+
bed
|
| 258 |
+
this morning
|
| 259 |
+
bexley rd
|
| 260 |
+
uk
|
| 261 |
+
mcdonald's uk
|
| 262 |
+
uk
|
| 263 |
+
2:00 pm
|
| 264 |
+
the secret menu at mcdonald's uk
|
| 265 |
+
the secret menu at mcdonald's uk
|
| 266 |
+
mcdonald's uk
|
| 267 |
+
the culture
|
| 268 |
+
tucker carlson and steve hiltonx
|
| 269 |
+
blue
|
| 270 |
+
nicoles pag
|
| 271 |
+
true blood series
|
| 272 |
+
museum modern art
|
| 273 |
+
big bird and baby bear
|
| 274 |
+
dylan
|
| 275 |
+
her face
|
| 276 |
+
gwen stefani
|
| 277 |
+
lesean mccoy
|
| 278 |
+
restaurant receipt
|
| 279 |
+
fidel Castro
|
| 280 |
+
3 minutes to midnight
|
| 281 |
+
executive director and publisher of the bulletin
|
| 282 |
+
20 week abortion bans
|
| 283 |
+
unpopular- unconstitutional
|
| 284 |
+
kept her baby
|
| 285 |
+
divine right to live
|
| 286 |
+
william
|
| 287 |
+
dolores
|
| 288 |
+
cheese dust
|
| 289 |
+
michelle obama
|
| 290 |
+
different
|
| 291 |
+
oranges
|
| 292 |
+
the magic
|
| 293 |
+
reggie jackson
|
| 294 |
+
millions march
|
| 295 |
+
union square
|
| 296 |
+
be silenced
|
| 297 |
+
to take nisa home
|
| 298 |
+
home to palembang
|
| 299 |
+
creeped out
|
| 300 |
+
faceID
|
| 301 |
+
atlanta
|
| 302 |
+
errol cnn
|
| 303 |
+
atlanta
|
| 304 |
+
a stair master in hell
|
| 305 |
+
hell
|
| 306 |
+
a stair master
|
| 307 |
+
backup qbs
|
| 308 |
+
patriots
|
| 309 |
+
black protester
|
| 310 |
+
4
|
| 311 |
+
parents
|
| 312 |
+
many years
|
| 313 |
+
a significant milestone
|
| 314 |
+
the bEAM program
|
| 315 |
+
kurt helin
|
| 316 |
+
kurt helin
|
| 317 |
+
facebook and twitter
|
| 318 |
+
russell crowe
|
| 319 |
+
prime minister nawaz sharif
|
| 320 |
+
emotional things
|
| 321 |
+
she never showed up
|
| 322 |
+
mariah carey
|
| 323 |
+
brazil
|
| 324 |
+
brazil
|
| 325 |
+
the golf course
|
| 326 |
+
jimmy fallon
|
| 327 |
+
donald trump
|
| 328 |
+
hillary clinton
|
| 329 |
+
hillary clinton
|
| 330 |
+
text dunham to 47246
|
| 331 |
+
dem convention
|
| 332 |
+
a farmer
|
| 333 |
+
loading this beast
|
| 334 |
+
emma watson
|
| 335 |
+
marchers
|
| 336 |
+
scared af
|
| 337 |
+
tweet does not exist
|
| 338 |
+
tweet does not exist
|
| 339 |
+
natural gas
|
| 340 |
+
if we could see them
|
| 341 |
+
an elephant
|
| 342 |
+
john d sutter
|
| 343 |
+
a nap
|
| 344 |
+
a pillow and blanket
|
| 345 |
+
julia louis-dreyfus
|
| 346 |
+
julia louis-dreyfus
|
| 347 |
+
witnessed the most unimaginable event
|
| 348 |
+
everyone here in vegas
|
| 349 |
+
bloody republican lefties
|
| 350 |
+
on our money
|
| 351 |
+
eng
|
| 352 |
+
his organization
|
| 353 |
+
league apology
|
| 354 |
+
ballon d'or
|
| 355 |
+
second
|
| 356 |
+
syria
|
| 357 |
+
syria
|
| 358 |
+
rest in peace
|
| 359 |
+
porto alegre
|
| 360 |
+
full house
|
| 361 |
+
slanderous
|
| 362 |
+
sen john mccain and all our veterans
|
| 363 |
+
kobani
|
| 364 |
+
kobani
|
| 365 |
+
the cops
|
| 366 |
+
luck
|
| 367 |
+
luck
|
| 368 |
+
the cops
|
| 369 |
+
nazis
|
| 370 |
+
swastika
|
| 371 |
+
uninvited guests
|
| 372 |
+
restaurants
|
| 373 |
+
a dr pepper
|
| 374 |
+
he is mourning phife.
|
| 375 |
+
coke
|
| 376 |
+
immigrants
|
| 377 |
+
sitting with family
|
| 378 |
+
decade century
|
| 379 |
+
evolution
|
| 380 |
+
he was too busy pulling out pages on evolution in his kids' biology textbooks.
|
| 381 |
+
autographed it
|
| 382 |
+
his stick
|
| 383 |
+
a young canucks fan
|
| 384 |
+
so he could be in front of nato group
|
| 385 |
+
montenegro pm
|
| 386 |
+
vote for mitt romney
|
| 387 |
+
one
|
| 388 |
+
mitt romney
|
| 389 |
+
mitt romney
|
| 390 |
+
mitt romney
|
| 391 |
+
mitt romney
|
| 392 |
+
something back
|
| 393 |
+
lus figo
|
| 394 |
+
the tony awards
|
| 395 |
+
patti lupone
|
| 396 |
+
mourning
|
| 397 |
+
america
|
| 398 |
+
senorrin hatch
|
| 399 |
+
prince
|
| 400 |
+
prince
|
| 401 |
+
patriots
|
| 402 |
+
the nfl
|
| 403 |
+
rachel nichols
|
| 404 |
+
an apology
|
| 405 |
+
wind gusts
|
| 406 |
+
kenting, taiwan
|
| 407 |
+
israel
|
| 408 |
+
warm friendship and clear-cut support for israel
|
| 409 |
+
the wall
|
| 410 |
+
negotiators can continue working on outstanding issues
|
| 411 |
+
thanksgiving
|
| 412 |
+
a father
|
| 413 |
+
two
|
| 414 |
+
start his holiday
|
| 415 |
+
a certain cat
|
| 416 |
+
happy
|
| 417 |
+
andrew garfield
|
| 418 |
+
Asian
|
| 419 |
+
a warm wind
|
| 420 |
+
42 degrees celsius
|
| 421 |
+
yorktown
|
| 422 |
+
hamilton
|
| 423 |
+
danny granger and josh mcroberts
|
| 424 |
+
lebron james
|
| 425 |
+
google glass is being retooled
|
| 426 |
+
retooled
|
| 427 |
+
cesare prandelli
|
| 428 |
+
american horror story
|
| 429 |
+
kill me
|
| 430 |
+
trying to kill me
|
| 431 |
+
lfc
|
| 432 |
+
sunday
|
| 433 |
+
anfield
|
| 434 |
+
@lfc
|
| 435 |
+
sunday
|
| 436 |
+
shoreham
|
| 437 |
+
shoreham air show
|
| 438 |
+
liberty island
|
| 439 |
+
civilians
|
| 440 |
+
solange
|
| 441 |
+
upload the audio
|
| 442 |
+
fergie's
|
| 443 |
+
milf money
|
| 444 |
+
john glenn and annie
|
| 445 |
+
john glenn
|
| 446 |
+
ariannahuff
|
| 447 |
+
because she is a dog
|
| 448 |
+
tremendous pressure within Durant's inner-circle
|
| 449 |
+
he did it
|
| 450 |
+
promoting an ad
|
| 451 |
+
shameful
|
| 452 |
+
tweets promoting an ad
|
| 453 |
+
tHC
|
| 454 |
+
2.71 inches
|
| 455 |
+
almost 3
|
| 456 |
+
tuesday
|
| 457 |
+
vegas
|
| 458 |
+
2 hours
|
| 459 |
+
trafalgar square bookstore
|
| 460 |
+
mars
|
| 461 |
+
a man with no legs
|
| 462 |
+
legs
|
| 463 |
+
pac
|
| 464 |
+
she loves him
|
| 465 |
+
he came out as gay.
|
| 466 |
+
thomas hitzlsperger
|
| 467 |
+
mets
|
| 468 |
+
confident
|
| 469 |
+
mets
|
| 470 |
+
j deezal's new tattoo
|
| 471 |
+
the trailer
|
| 472 |
+
a big screen
|
| 473 |
+
$125
|
| 474 |
+
their family's initials
|
| 475 |
+
a veterinarian
|
| 476 |
+
germany
|
| 477 |
+
barf bag
|
| 478 |
+
kim kardashian
|
| 479 |
+
the og crew
|
| 480 |
+
some
|
| 481 |
+
in your honor
|
| 482 |
+
generations of scientists and engineers
|
| 483 |
+
first nhl contract
|
| 484 |
+
florida panthers
|
| 485 |
+
heart
|
| 486 |
+
mixed
|
| 487 |
+
obnoxious
|
| 488 |
+
half brother
|
| 489 |
+
evacuated passengers
|
| 490 |
+
travelers beach hotel
|
| 491 |
+
travelers beach hotel
|
| 492 |
+
cs nkaisserry and ps amb juma
|
| 493 |
+
unpredictable
|
| 494 |
+
unpredictable
|
| 495 |
+
nicki miniaj
|
| 496 |
+
choreo and vid of the year
|
| 497 |
+
to express support
|
| 498 |
+
they appreciate it and are passing it on to their officers
|
| 499 |
+
jeb bush
|
| 500 |
+
special interest
|
| 501 |
+
us embassy in france
|
| 502 |
+
#jesuischarlie
|
| 503 |
+
970
|
| 504 |
+
970
|
| 505 |
+
hilary clinton's gold and white logo
|
| 506 |
+
april 12, 2015
|
| 507 |
+
mtv
|
| 508 |
+
2015
|
| 509 |
+
mtv
|
| 510 |
+
you never monkey with the truth
|
| 511 |
+
ben bradlee
|
| 512 |
+
the truth
|
| 513 |
+
ben bradlee
|
| 514 |
+
misunderstood
|
| 515 |
+
misunderstood
|
| 516 |
+
74
|
| 517 |
+
muhammad ali
|
| 518 |
+
lesdoggg
|
| 519 |
+
he passed
|
| 520 |
+
sony pictures
|
| 521 |
+
steve israel
|
| 522 |
+
a new type enter a us fleet
|
| 523 |
+
the 787
|
| 524 |
+
bachelor finale
|
| 525 |
+
last night's bachelor finale
|
| 526 |
+
amazon and itunes
|
| 527 |
+
fans
|
| 528 |
+
beyonce
|
| 529 |
+
twins
|
| 530 |
+
20
|
| 531 |
+
the notorious b.i.g
|
| 532 |
+
always
|
| 533 |
+
private
|
| 534 |
+
democrats
|
| 535 |
+
shutdown
|
| 536 |
+
at a time we need it most
|
| 537 |
+
home sweet home
|
| 538 |
+
#homesweethome
|
| 539 |
+
bullying
|
| 540 |
+
laverne cox
|
| 541 |
+
jeff flake
|
| 542 |
+
stan freberg
|
| 543 |
+
stan freberg
|
| 544 |
+
269
|
| 545 |
+
fc barcelona
|
| 546 |
+
kris jenner
|
| 547 |
+
kris jenner
|
| 548 |
+
apple
|
| 549 |
+
the biggest, coolest, sexiest, funnest movie ever
|
| 550 |
+
gwen stefani
|
| 551 |
+
whoever did her face
|
| 552 |
+
lost contact of mh17 from amsterdam
|
| 553 |
+
amsterdam
|
| 554 |
+
us presidents
|
| 555 |
+
three
|
| 556 |
+
go black and never go back
|
| 557 |
+
dean
|
| 558 |
+
posting extra hard on instagram
|
| 559 |
+
posting on instagram
|
| 560 |
+
shooting
|
| 561 |
+
charlotte
|
| 562 |
+
she feels like giving cars away
|
| 563 |
+
cars
|
| 564 |
+
they have a family to feed
|
| 565 |
+
their privilege
|
| 566 |
+
barbie
|
| 567 |
+
buy her daughter a barbie
|
| 568 |
+
katgraham and dshippjr
|
| 569 |
+
code
|
| 570 |
+
STEM
|
| 571 |
+
like a king
|
| 572 |
+
justin bieber
|
| 573 |
+
checked the forecast
|
| 574 |
+
i-24 in ky
|
| 575 |
+
rakim
|
| 576 |
+
all the people that have inspired him
|
| 577 |
+
the buzzfeed team
|
| 578 |
+
the buzzfeed team
|
| 579 |
+
buzzfeed
|
| 580 |
+
an amazing november
|
| 581 |
+
delusion
|
| 582 |
+
ted cruz
|
| 583 |
+
the passive aggressiveness
|
| 584 |
+
her daughter
|
| 585 |
+
vegas
|
| 586 |
+
dwyane wade
|
| 587 |
+
vfw mane event
|
| 588 |
+
#vfwmaneevent
|
| 589 |
+
"before" photos
|
| 590 |
+
#VFWManeEvent
|
| 591 |
+
disappointed
|
| 592 |
+
rickie fowler
|
| 593 |
+
"Cannot conclude bc you saw a gun at residence"
|
| 594 |
+
"Cannot conclude bc you saw a gun at residence"
|
| 595 |
+
the tony awards press room
|
| 596 |
+
thanking people
|
| 597 |
+
twice as good
|
| 598 |
+
twice as good
|
| 599 |
+
with tears in her eyes
|
| 600 |
+
george
|
| 601 |
+
super bowl 47
|
| 602 |
+
47
|
| 603 |
+
acoustic
|
| 604 |
+
lady gaga
|
| 605 |
+
its core mission
|
| 606 |
+
today
|
| 607 |
+
the sec championship game
|
| 608 |
+
jim mcElwain
|
| 609 |
+
wash mystics
|
| 610 |
+
bulls
|
| 611 |
+
bulls fans
|
| 612 |
+
the st louis blues camp
|
| 613 |
+
a stanley cup
|
| 614 |
+
he passed away
|
| 615 |
+
jack cassidy
|
| 616 |
+
to win the arc
|
| 617 |
+
france galop
|
| 618 |
+
yuichi fukunaga
|
| 619 |
+
kuzma
|
| 620 |
+
vote your conscience
|
| 621 |
+
hillary clinton
|
| 622 |
+
a pep talk from the hanson brothers
|
| 623 |
+
a pep talk from the hanson brothers
|
| 624 |
+
the hanson brothers
|
| 625 |
+
johnstown, pa
|
| 626 |
+
tsarnaev
|
| 627 |
+
rolling stone
|
| 628 |
+
nepal
|
| 629 |
+
reach out to those affected
|
| 630 |
+
marcus morris
|
| 631 |
+
aron gordon
|
| 632 |
+
kaley cuoco
|
| 633 |
+
long ago
|
| 634 |
+
president of ukraine
|
| 635 |
+
scenes in kiev
|
| 636 |
+
bringing a son into this world
|
| 637 |
+
bringing a son into this world
|
| 638 |
+
pink
|
| 639 |
+
the hulk
|
| 640 |
+
bill murray
|
| 641 |
+
x's victory
|
| 642 |
+
x
|
| 643 |
+
bill murray
|
| 644 |
+
in trump's jock
|
| 645 |
+
McCain's or kasich's socks
|
| 646 |
+
chiraq
|
| 647 |
+
gun violence
|
| 648 |
+
@lesdoggg
|
| 649 |
+
he needs to be arrested and prosecuted
|
| 650 |
+
all
|
| 651 |
+
another young man's death
|
| 652 |
+
40 pounds
|
| 653 |
+
207
|
| 654 |
+
chris martin
|
| 655 |
+
getting divorced
|
| 656 |
+
insufferable similarities
|
| 657 |
+
10 minutes
|
| 658 |
+
the bachelorette finale
|
| 659 |
+
thursday
|
| 660 |
+
midnight
|
| 661 |
+
president
|
| 662 |
+
russia
|
| 663 |
+
russia
|
| 664 |
+
#charliehebdo
|
| 665 |
+
andrew lesnie
|
| 666 |
+
his humor and love
|
| 667 |
+
coaches in major college or pro sports
|
| 668 |
+
geno auriemma
|
| 669 |
+
dunkin donuts
|
| 670 |
+
starbucks
|
| 671 |
+
hassan rouhani
|
| 672 |
+
two
|
| 673 |
+
eva longoria
|
| 674 |
+
a cheese baby
|
| 675 |
+
pregnancy
|
| 676 |
+
ia
|
| 677 |
+
road trip
|
| 678 |
+
the heat at yeezy
|
| 679 |
+
model
|
| 680 |
+
california
|
| 681 |
+
change
|
| 682 |
+
it would benefit the wealthy over the middle-class
|
| 683 |
+
hawaii
|
| 684 |
+
hawaii
|
| 685 |
+
by reporting them
|
| 686 |
+
rape
|
| 687 |
+
google's best designer
|
| 688 |
+
its best designer
|
| 689 |
+
4-3-3
|
| 690 |
+
4-3-3
|
| 691 |
+
j klinsmann
|
| 692 |
+
j klinsmann
|
| 693 |
+
his district
|
| 694 |
+
john lewis
|
| 695 |
+
mike munchak
|
| 696 |
+
5 hours
|
| 697 |
+
copper breaks
|
| 698 |
+
grasshoppers and beetles
|
| 699 |
+
justin kirkland
|
| 700 |
+
raven gates09
|
| 701 |
+
subway rides and bowling alley
|
| 702 |
+
nyc ebola patient's footseps
|
| 703 |
+
the ides of march
|
| 704 |
+
the ides of march
|
| 705 |
+
a neighbor
|
| 706 |
+
7k miles
|
| 707 |
+
in homage
|
| 708 |
+
super bowl
|
| 709 |
+
william and harry
|
| 710 |
+
their father the prince of wales
|
| 711 |
+
the prince of wales
|
| 712 |
+
william and harry
|
| 713 |
+
police "don't ask if you're black or white"
|
| 714 |
+
it was posted by cnn
|
| 715 |
+
himself and obama
|
| 716 |
+
racial animus
|
| 717 |
+
hijacking
|
| 718 |
+
ethiopian airlines' flight 702
|
| 719 |
+
he was a legend.
|
| 720 |
+
rance howard
|
| 721 |
+
luis garcia abad
|
| 722 |
+
lunch time
|
| 723 |
+
the skin of the person who killed me
|
| 724 |
+
under my fingernails
|
| 725 |
+
crying
|
| 726 |
+
tear gas and water canons
|
| 727 |
+
nazem kadri
|
| 728 |
+
cross-check
|
| 729 |
+
hungarian
|
| 730 |
+
tom & jerry
|
| 731 |
+
charlottesville
|
| 732 |
+
unite the country
|
| 733 |
+
good sex
|
| 734 |
+
i'm sorry
|
| 735 |
+
she's sorry about that
|
| 736 |
+
new york slough
|
| 737 |
+
new york slugh
|
| 738 |
+
goalless
|
| 739 |
+
fc bayern
|
| 740 |
+
on the phone
|
| 741 |
+
july on the phone
|
| 742 |
+
the wall was not properly funded
|
| 743 |
+
dcaa deal
|
| 744 |
+
wall
|
| 745 |
+
pregnant
|
| 746 |
+
pics
|
| 747 |
+
movie going experience
|
| 748 |
+
amc
|
| 749 |
+
as much as possible
|
| 750 |
+
more meaningful things
|
| 751 |
+
emotional
|
| 752 |
+
he's hectoring and yelling at me
|
| 753 |
+
he's hectoring and yelling at me
|
| 754 |
+
syrian envoy to the unsc
|
| 755 |
+
fallujah, iraq
|
| 756 |
+
iraqi pmu helping a woman
|
| 757 |
+
fallujah, iraq
|
| 758 |
+
ibekwe bonaventure
|
| 759 |
+
in a movie
|
| 760 |
+
paid
|
| 761 |
+
paid paternity leave
|
| 762 |
+
mama june
|
| 763 |
+
introducing herself
|
| 764 |
+
raise your hand
|
| 765 |
+
academia
|
| 766 |
+
sandra bernhard
|
| 767 |
+
the sands hotel in vegas
|
| 768 |
+
we could all use a little more compassion
|
| 769 |
+
3 republicans and 48 democrats
|
| 770 |
+
joe biden
|
| 771 |
+
paul ryan
|
| 772 |
+
adidas
|
| 773 |
+
#bringbackourchildhood
|
| 774 |
+
1.5m
|
| 775 |
+
obese
|
| 776 |
+
addicts to drugs and alcohol
|
| 777 |
+
the Beatles
|
| 778 |
+
the sing premiere
|
| 779 |
+
portraits/art, headline and intro
|
| 780 |
+
janet mock
|
| 781 |
+
grace lee whitney
|
| 782 |
+
grace lee whitney
|
| 783 |
+
the new george michael single
|
| 784 |
+
george michael
|
| 785 |
+
after the fantasy draft
|
| 786 |
+
honda
|
| 787 |
+
smiled
|
| 788 |
+
the hollywood bowl
|
| 789 |
+
the browns
|
| 790 |
+
colin kaepernick
|
| 791 |
+
ruby rose
|
| 792 |
+
social media
|
| 793 |
+
new york Rangers
|
| 794 |
+
tbay on st louis
|
| 795 |
+
a gym
|
| 796 |
+
motion
|
| 797 |
+
sen john mccain
|
| 798 |
+
meghan mccain
|
| 799 |
+
gaby amarantos and tottustu
|
| 800 |
+
gaby amarantos and tottustu
|
| 801 |
+
ciara
|
| 802 |
+
baby future
|
| 803 |
+
loss of life
|
| 804 |
+
attack on un in garowe
|
| 805 |
+
zordon
|
| 806 |
+
power Rangers
|
| 807 |
+
justin
|
| 808 |
+
for his and many others safety
|
| 809 |
+
nigerians and people around the world
|
| 810 |
+
#bringbackourgirls
|
| 811 |
+
sen rand paul tweets.
|
| 812 |
+
tweets
|
| 813 |
+
fake news
|
| 814 |
+
syrian regime
|
| 815 |
+
great
|
| 816 |
+
in a beautiful picture
|
| 817 |
+
mohammed bin zayed
|
| 818 |
+
a spirit of change and progress
|
| 819 |
+
with a spirit of change and progress
|
| 820 |
+
the new ministers
|
| 821 |
+
lakers
|
| 822 |
+
2018 free agency
|
| 823 |
+
la
|
| 824 |
+
basketball
|
| 825 |
+
clippers and pacers
|
| 826 |
+
lorde
|
| 827 |
+
snl
|
| 828 |
+
it is an awesome compliment
|
| 829 |
+
alan rickman
|
| 830 |
+
funny and engaging
|
| 831 |
+
dana harper
|
| 832 |
+
season 11
|
| 833 |
+
greg schiano
|
| 834 |
+
3
|
| 835 |
+
death row records
|
| 836 |
+
beats by dre
|
| 837 |
+
beats by dre
|
| 838 |
+
michael jackson
|
| 839 |
+
james bond
|
| 840 |
+
trump wants it to be recycled.
|
| 841 |
+
the house of representatives
|
| 842 |
+
66-57
|
| 843 |
+
flint
|
| 844 |
+
political statements and finger pointing from political candidates
|
| 845 |
+
long shirts
|
| 846 |
+
talk
|
| 847 |
+
mama
|
| 848 |
+
tapping
|
| 849 |
+
sticky
|
| 850 |
+
arnie schwarzenegger
|
| 851 |
+
swamped
|
| 852 |
+
6 months
|
| 853 |
+
legalize dACA
|
| 854 |
+
beyonce
|
| 855 |
+
on campus
|
| 856 |
+
black
|
| 857 |
+
american
|
| 858 |
+
how to sit like a lady
|
| 859 |
+
miss america
|
| 860 |
+
south korean president moon jae-in
|
| 861 |
+
#pyeongchang2018
|
| 862 |
+
emma
|
| 863 |
+
lorde is a flask maker
|
| 864 |
+
sad
|
| 865 |
+
exclamation points
|
| 866 |
+
dismiss twitter suggestions
|
| 867 |
+
twitter
|
| 868 |
+
in heaven
|
| 869 |
+
little jimmy dickens
|
| 870 |
+
picking and grinnin
|
| 871 |
+
in heaven
|
| 872 |
+
less qualified
|
| 873 |
+
coal country
|
| 874 |
+
oliver sacks
|
| 875 |
+
beautiful minerals
|
| 876 |
+
bear cam time
|
| 877 |
+
it's bear cam time
|
| 878 |
+
exploreorg
|
| 879 |
+
music
|
| 880 |
+
the voice
|
| 881 |
+
cavs
|
| 882 |
+
hidden fences
|
| 883 |
+
hidden fences
|
| 884 |
+
nsa and/or fort meade public affairs
|
| 885 |
+
donald trump
|
| 886 |
+
confidence
|
| 887 |
+
sorry beliebers
|
| 888 |
+
van gaal
|
| 889 |
+
united
|
| 890 |
+
arsene wenger
|
| 891 |
+
this summer
|
| 892 |
+
voter fraud
|
| 893 |
+
voter fraud
|
| 894 |
+
incredible progress
|
| 895 |
+
kevin hart
|
| 896 |
+
pittsburgh
|
| 897 |
+
pacman
|
| 898 |
+
cnn
|
| 899 |
+
he/she is asking a question.
|
| 900 |
+
her/him
|
| 901 |
+
5 minutes
|
| 902 |
+
soccer
|
| 903 |
+
soccer
|
| 904 |
+
5 minutes of a soccer game
|
| 905 |
+
ed sheeran
|
| 906 |
+
ed sheeran
|
| 907 |
+
the shark
|
| 908 |
+
ed sheeran
|
| 909 |
+
hats
|
| 910 |
+
pharrell
|
| 911 |
+
alex gavan
|
| 912 |
+
victims
|
| 913 |
+
he was effortlessly golden.
|
| 914 |
+
rippaul walker
|
| 915 |
+
rippaul walker
|
| 916 |
+
effortlessly golden
|
| 917 |
+
rippaul walker
|
| 918 |
+
golden
|
| 919 |
+
florida gators
|
| 920 |
+
niece and nephew
|
| 921 |
+
measured and inclusive
|
| 922 |
+
michael chertoff
|
| 923 |
+
measured and inclusive
|
| 924 |
+
michael chertoff
|
| 925 |
+
2:30 am edt
|
| 926 |
+
jfk
|
| 927 |
+
every article
|
| 928 |
+
february 10, 2015
|
| 929 |
+
being shocked he won
|
| 930 |
+
it said it was surprising.
|
| 931 |
+
100
|
| 932 |
+
under a boulder
|
| 933 |
+
philae
|
| 934 |
+
chester bennington's passing
|
| 935 |
+
chester bennington
|
| 936 |
+
cousins
|
| 937 |
+
4 boys, cousins
|
| 938 |
+
gaza beach
|
| 939 |
+
she loves the pictures
|
| 940 |
+
@si_swimsuit
|
| 941 |
+
Messiah
|
| 942 |
+
Messiah
|
| 943 |
+
an interview and a major photo shoot
|
| 944 |
+
the chapter on transgender.
|
| 945 |
+
bruce jenner
|
| 946 |
+
luis figo
|
| 947 |
+
fifa president
|
| 948 |
+
joseph fiennes
|
| 949 |
+
justin bieber
|
| 950 |
+
selena gomez
|
| 951 |
+
lavar ball
|
| 952 |
+
charles barkley
|
| 953 |
+
depiction of religion
|
| 954 |
+
yaya toure
|
| 955 |
+
eric garner died
|
| 956 |
+
selling cigs by the single
|
| 957 |
+
men
|
| 958 |
+
julienblanc
|
| 959 |
+
scenes from the book
|
| 960 |
+
50 shades
|
| 961 |
+
earthquake
|
| 962 |
+
octber 30th 2016
|
| 963 |
+
rockefeller center
|
| 964 |
+
pacman
|
| 965 |
+
on the highway
|
| 966 |
+
Bonnieville and etown
|
| 967 |
+
when he started to run for potus
|
| 968 |
+
cruz
|
| 969 |
+
section 5 public order act
|
| 970 |
+
Brighton magistrates court
|
| 971 |
+
colin kazim-richards
|
| 972 |
+
section 5 public order act
|
| 973 |
+
marche republicaine
|
| 974 |
+
marche republicaine
|
| 975 |
+
houston
|
| 976 |
+
$500,000
|
| 977 |
+
the brain
|
| 978 |
+
human rights issues
|
| 979 |
+
p!nk's face
|
| 980 |
+
christina aguilera
|
| 981 |
+
will smith
|
| 982 |
+
new orleans
|
| 983 |
+
pesky products on high shelves
|
| 984 |
+
bouncy aisles
|
| 985 |
+
superior ct
|
| 986 |
+
removing pane of slaves
|
| 987 |
+
germany and ghana
|
| 988 |
+
rand paul
|
| 989 |
+
for the good of the party
|
| 990 |
+
fifamedia
|
| 991 |
+
2022
|
| 992 |
+
late-november/late-december
|
| 993 |
+
late-november/late-december
|
| 994 |
+
late-november/late-december
|
| 995 |
+
2022
|
| 996 |
+
97
|
| 997 |
+
you don't drink
|
| 998 |
+
the cops
|
| 999 |
+
the cops
|
| 1000 |
+
fabricate
|
| 1001 |
+
his humor, his talent, and his capacity to love
|
| 1002 |
+
a brother
|
| 1003 |
+
listen to the concerns of the people
|
| 1004 |
+
the annulment process
|
| 1005 |
+
francis
|
| 1006 |
+
made his own
|
| 1007 |
+
it's okay
|
| 1008 |
+
a bowling alley
|
| 1009 |
+
she is taking an angle
|
| 1010 |
+
mel tillis
|
| 1011 |
+
good luck with this guys
|
| 1012 |
+
cantor
|
| 1013 |
+
the knicks
|
| 1014 |
+
center
|
| 1015 |
+
germany
|
| 1016 |
+
underpants
|
| 1017 |
+
her hair looks like iggy's.
|
| 1018 |
+
university of washington
|
| 1019 |
+
anakocovic
|
| 1020 |
+
people
|
| 1021 |
+
a runway was stuck.
|
| 1022 |
+
a pizza party
|
| 1023 |
+
anti-racist with humour
|
| 1024 |
+
mario balotelli
|
| 1025 |
+
ethnic and religious groups
|
| 1026 |
+
a tv show
|
| 1027 |
+
she had an abortion.
|
| 1028 |
+
being openly heterosexual
|
| 1029 |
+
matt damon
|
| 1030 |
+
pence
|
| 1031 |
+
it isn't feasible
|
| 1032 |
+
pushed his head down in a car
|
| 1033 |
+
james franco
|
| 1034 |
+
having to be aware
|
| 1035 |
+
classy
|
| 1036 |
+
#RupertsFault
|
| 1037 |
+
christian
|
| 1038 |
+
10pm
|
| 1039 |
+
the fake news with ted nelms
|
| 1040 |
+
press the wrong button
|
| 1041 |
+
man
|
| 1042 |
+
march 15, 2015
|
| 1043 |
+
mike porcaro
|
| 1044 |
+
it's OK
|
| 1045 |
+
power
|
| 1046 |
+
meryl
|
| 1047 |
+
take her seat any time
|
| 1048 |
+
anyone's spouse or anyone's kids
|
| 1049 |
+
ted cruz
|
| 1050 |
+
it's not acceptable
|
| 1051 |
+
since 2007
|
| 1052 |
+
letterman
|
| 1053 |
+
the dial
|
| 1054 |
+
take over
|
| 1055 |
+
the twizzler challenge
|
| 1056 |
+
2 black holes merging into 1
|
| 1057 |
+
cybersecuritychallenge
|
| 1058 |
+
orange
|
| 1059 |
+
white supremacists
|
| 1060 |
+
the president
|
| 1061 |
+
before they die
|
| 1062 |
+
reporters
|
| 1063 |
+
memes
|
| 1064 |
+
@ladygaga's #oscars look
|
| 1065 |
+
my children
|
| 1066 |
+
it is venomous, it is vicious and it bothers her children
|
| 1067 |
+
fia16
|
| 1068 |
+
a380
|
| 1069 |
+
exactly what they say
|
| 1070 |
+
terrorists
|
| 1071 |
+
empirefox
|
| 1072 |
+
the finale
|
| 1073 |
+
stay safe and warm
|
| 1074 |
+
tomorrow
|
| 1075 |
+
everybody
|
| 1076 |
+
he would have to consciously think of it.
|
| 1077 |
+
rory's
|
| 1078 |
+
senatemajldr mcconnell
|
| 1079 |
+
7 years
|
| 1080 |
+
cindy mannings
|
| 1081 |
+
Rahman suspects
|
| 1082 |
+
facebook
|
| 1083 |
+
facebook down
|
| 1084 |
+
a great healthcare plan
|
| 1085 |
+
a great healthcare plan
|
| 1086 |
+
worry
|
| 1087 |
+
the toffs
|
| 1088 |
+
transparency
|
| 1089 |
+
there is no tweet here
|
| 1090 |
+
nypd
|
| 1091 |
+
officer brian moore
|
| 1092 |
+
nearly 200
|
| 1093 |
+
phasing down hfcs
|
| 1094 |
+
leonard
|
| 1095 |
+
millions
|
| 1096 |
+
lebron james
|
| 1097 |
+
chris broussard
|
| 1098 |
+
english and spanish
|
| 1099 |
+
sophie cruz
|
| 1100 |
+
a dog
|
| 1101 |
+
betty willis
|
| 1102 |
+
las vegas' visual fabric
|
| 1103 |
+
promoting
|
| 1104 |
+
media attention
|
| 1105 |
+
jessica lange
|
| 1106 |
+
caitlyn jenner
|
| 1107 |
+
across the globe
|
| 1108 |
+
laughter
|
| 1109 |
+
get out and vote
|
| 1110 |
+
learned that jon ossoff doesn't even live in the district
|
| 1111 |
+
facebook
|
| 1112 |
+
you can survive facebook going down
|
| 1113 |
+
sorority
|
| 1114 |
+
reliving the old sorority days
|
| 1115 |
+
ted cruz
|
| 1116 |
+
donald trump
|
| 1117 |
+
too busy worrying about the controllers strike
|
| 1118 |
+
the airport
|
| 1119 |
+
netanyahu
|
| 1120 |
+
his speech to congress
|
| 1121 |
+
chibi
|
| 1122 |
+
chibi
|
| 1123 |
+
chibi
|
| 1124 |
+
september 24, 2014
|
| 1125 |
+
four months
|
| 1126 |
+
four months
|
| 1127 |
+
beta awards
|
| 1128 |
+
during jay z and beyonce clip
|
| 1129 |
+
pakistan
|
| 1130 |
+
navy seals
|
| 1131 |
+
15 years
|
| 1132 |
+
the united states
|
| 1133 |
+
kellan lutz and anna kendrick
|
| 1134 |
+
ship you two
|
| 1135 |
+
sam Tageson
|
| 1136 |
+
what you have
|
| 1137 |
+
loved ones
|
| 1138 |
+
messages of support, love and encouragement
|
| 1139 |
+
pratt
|
| 1140 |
+
spielberg
|
| 1141 |
+
a partisan
|
| 1142 |
+
a grand slam
|
| 1143 |
+
nfl
|
| 1144 |
+
how to get away with murder
|
| 1145 |
+
dallas
|
| 1146 |
+
obama
|
| 1147 |
+
katie holmes' golden pants
|
| 1148 |
+
katie holmes
|
| 1149 |
+
Corey menafee
|
| 1150 |
+
Corey menafee
|
| 1151 |
+
the u.s. chamber of commerce
|
| 1152 |
+
better and stronger trade deals
|
| 1153 |
+
flint
|
| 1154 |
+
flint
|
| 1155 |
+
january
|
| 1156 |
+
a shark
|
| 1157 |
+
the bachelor producers
|
| 1158 |
+
a dem
|
| 1159 |
+
a jackass
|
| 1160 |
+
my rapist
|
| 1161 |
+
hollywood/media
|
| 1162 |
+
tomi lahren
|
| 1163 |
+
obamacare
|
| 1164 |
+
male
|
| 1165 |
+
female
|
| 1166 |
+
debates2016
|
| 1167 |
+
movie theater seats
|
| 1168 |
+
impeachment of donald trump
|
| 1169 |
+
plays racist calls
|
| 1170 |
+
defending champ murray
|
| 1171 |
+
dimitrov
|
| 1172 |
+
paul walker fdn
|
| 1173 |
+
paul walker fdn
|
| 1174 |
+
ebola
|
| 1175 |
+
Winnipeg bsl4 lab
|
| 1176 |
+
kampala serena
|
| 1177 |
+
it is solar powered.
|
| 1178 |
+
ahead of its launch on tuesday
|
| 1179 |
+
all humanity
|
| 1180 |
+
the wheel of fortune
|
| 1181 |
+
a plane
|
| 1182 |
+
vanished
|
| 1183 |
+
it's crazy
|
| 1184 |
+
people
|
| 1185 |
+
a hard but liberating day
|
| 1186 |
+
watch the evening news
|
| 1187 |
+
south africa
|
| 1188 |
+
every praise
|
| 1189 |
+
michael brown
|
| 1190 |
+
the movement house
|
| 1191 |
+
farmers
|
| 1192 |
+
plowing up dirt
|
| 1193 |
+
creme eggs
|
| 1194 |
+
kim kardashian pierced her daughters ears
|
| 1195 |
+
kim kardashian
|
| 1196 |
+
justin bieber
|
| 1197 |
+
myspace
|
| 1198 |
+
margot
|
| 1199 |
+
he's doing a hitch.
|
| 1200 |
+
the national weather service
|
| 1201 |
+
to spend his life serving something more important than himself
|
| 1202 |
+
john mccain
|
| 1203 |
+
senjohn mccain
|
eval/samples.validation.hyp.paragraph_question.answer.lmqg_qg_tweetqa.default.txt
ADDED
|
@@ -0,0 +1,1086 @@
|
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|
| 1 |
+
@megynkelly
|
| 2 |
+
her hidden agenda
|
| 3 |
+
a lot of people
|
| 4 |
+
coachella
|
| 5 |
+
drivechipputt
|
| 6 |
+
a very good role model
|
| 7 |
+
natalie portman
|
| 8 |
+
saturday night live
|
| 9 |
+
himself
|
| 10 |
+
trump
|
| 11 |
+
full of spice and a great rack
|
| 12 |
+
saturday night live
|
| 13 |
+
saturday night live
|
| 14 |
+
3-years
|
| 15 |
+
who she is
|
| 16 |
+
trump
|
| 17 |
+
if you thought bush didn't care about black people
|
| 18 |
+
freedom
|
| 19 |
+
5 years ago
|
| 20 |
+
the bachelor
|
| 21 |
+
soccer
|
| 22 |
+
we won
|
| 23 |
+
thoughtful, committed
|
| 24 |
+
a small group
|
| 25 |
+
to hate
|
| 26 |
+
hate
|
| 27 |
+
ryan
|
| 28 |
+
jazz
|
| 29 |
+
stay in your seat, kanye
|
| 30 |
+
wayne's world
|
| 31 |
+
dad
|
| 32 |
+
his first celtics jersey
|
| 33 |
+
the children
|
| 34 |
+
heteronormative
|
| 35 |
+
barack obama
|
| 36 |
+
obama day
|
| 37 |
+
the candle
|
| 38 |
+
peach candle
|
| 39 |
+
neil portnow
|
| 40 |
+
women
|
| 41 |
+
on camera
|
| 42 |
+
baton rouge
|
| 43 |
+
black panther
|
| 44 |
+
memorable
|
| 45 |
+
hidden figures
|
| 46 |
+
michael keaton
|
| 47 |
+
$1
|
| 48 |
+
smosh
|
| 49 |
+
spidermable
|
| 50 |
+
black cat
|
| 51 |
+
td16
|
| 52 |
+
14
|
| 53 |
+
blue wonderful
|
| 54 |
+
sunset strip
|
| 55 |
+
keegan allen said he knows what happens
|
| 56 |
+
verizon strike
|
| 57 |
+
boston
|
| 58 |
+
martin luther king
|
| 59 |
+
it's about the play.
|
| 60 |
+
excited
|
| 61 |
+
two
|
| 62 |
+
bodega
|
| 63 |
+
a no-move clause
|
| 64 |
+
three
|
| 65 |
+
john krasinski
|
| 66 |
+
a shirt
|
| 67 |
+
election
|
| 68 |
+
apology
|
| 69 |
+
zero
|
| 70 |
+
cnn
|
| 71 |
+
the dog
|
| 72 |
+
did the right thing
|
| 73 |
+
mistakes
|
| 74 |
+
frank luntz
|
| 75 |
+
every poll of the debate
|
| 76 |
+
jacoby ellsbury
|
| 77 |
+
1st
|
| 78 |
+
michelle obama
|
| 79 |
+
women in film
|
| 80 |
+
mr drew scott
|
| 81 |
+
watch and vote
|
| 82 |
+
simone biles
|
| 83 |
+
her best bar routine yet
|
| 84 |
+
alessia cara
|
| 85 |
+
crowd
|
| 86 |
+
@dove
|
| 87 |
+
#espnW
|
| 88 |
+
#espnW
|
| 89 |
+
erdogan
|
| 90 |
+
abuse
|
| 91 |
+
tapes
|
| 92 |
+
donald trump
|
| 93 |
+
lisa kudrow
|
| 94 |
+
smelly cat
|
| 95 |
+
it takes a village
|
| 96 |
+
grammys
|
| 97 |
+
the arena
|
| 98 |
+
vancouver
|
| 99 |
+
the sky was full of stars.
|
| 100 |
+
he's reacting to a star.
|
| 101 |
+
61 years
|
| 102 |
+
europe
|
| 103 |
+
the word
|
| 104 |
+
in the movie
|
| 105 |
+
david levitz
|
| 106 |
+
stick together
|
| 107 |
+
@ellingyelling
|
| 108 |
+
stunts
|
| 109 |
+
until we are old enough to vote
|
| 110 |
+
mayor mark
|
| 111 |
+
white house
|
| 112 |
+
amb doer
|
| 113 |
+
more than 6,000
|
| 114 |
+
black
|
| 115 |
+
chicago
|
| 116 |
+
hispanics
|
| 117 |
+
ex-military
|
| 118 |
+
deprogram
|
| 119 |
+
to protect the american people
|
| 120 |
+
helping economy and bringing back jobs
|
| 121 |
+
congress
|
| 122 |
+
great
|
| 123 |
+
a massive expansion of retraining and counseling
|
| 124 |
+
police force
|
| 125 |
+
@usatopinion@usatoday
|
| 126 |
+
no
|
| 127 |
+
cellphones
|
| 128 |
+
patrols
|
| 129 |
+
chrisrock
|
| 130 |
+
chrisrock
|
| 131 |
+
iroquois high school
|
| 132 |
+
grace aroune
|
| 133 |
+
discovery
|
| 134 |
+
kevloria
|
| 135 |
+
chris hemsworth
|
| 136 |
+
a sweet viennese waltz
|
| 137 |
+
the golden ticket
|
| 138 |
+
james comey
|
| 139 |
+
the press
|
| 140 |
+
serena williams and alexis ohanian
|
| 141 |
+
serena williams and alexis ohanian
|
| 142 |
+
kerry washington
|
| 143 |
+
RED
|
| 144 |
+
a jury
|
| 145 |
+
he was murdered
|
| 146 |
+
krypton
|
| 147 |
+
a prequel
|
| 148 |
+
paul george
|
| 149 |
+
@tmobile
|
| 150 |
+
golden globes
|
| 151 |
+
Cathy lanier
|
| 152 |
+
10 years
|
| 153 |
+
paris
|
| 154 |
+
u2
|
| 155 |
+
on the balcony of buckingham palace
|
| 156 |
+
royal airforce
|
| 157 |
+
the fbi
|
| 158 |
+
reunion
|
| 159 |
+
2017
|
| 160 |
+
9
|
| 161 |
+
tinder
|
| 162 |
+
to meet people and have dates
|
| 163 |
+
president
|
| 164 |
+
down the road
|
| 165 |
+
focused on the economy and ahca
|
| 166 |
+
worse
|
| 167 |
+
the media
|
| 168 |
+
dc comics
|
| 169 |
+
dc super hero girls has been out for over a year.
|
| 170 |
+
anthony mackie
|
| 171 |
+
a bright, brilliant talent, and a truly kind person
|
| 172 |
+
he died
|
| 173 |
+
anton yelchin
|
| 174 |
+
charlie bartlett and house of d
|
| 175 |
+
10,000
|
| 176 |
+
buffalo sabres
|
| 177 |
+
president
|
| 178 |
+
1000s
|
| 179 |
+
his home rink
|
| 180 |
+
apple watch
|
| 181 |
+
toyota corolla
|
| 182 |
+
dunkirk
|
| 183 |
+
if he is going to die in dunkirk
|
| 184 |
+
sen gillibrand
|
| 185 |
+
sen gillibrand
|
| 186 |
+
a sad story
|
| 187 |
+
arie
|
| 188 |
+
17 hours
|
| 189 |
+
power
|
| 190 |
+
oprah
|
| 191 |
+
oprah's juggling
|
| 192 |
+
7
|
| 193 |
+
mayor of london
|
| 194 |
+
wmu football
|
| 195 |
+
bbking
|
| 196 |
+
a thousand notes
|
| 197 |
+
breaking bad (2008-13) and thewire
|
| 198 |
+
2008-13
|
| 199 |
+
what you wish for
|
| 200 |
+
the mcnugga
|
| 201 |
+
five
|
| 202 |
+
coldplay
|
| 203 |
+
bun in the oven
|
| 204 |
+
just gets better and better
|
| 205 |
+
32 miles
|
| 206 |
+
helicopter pilot
|
| 207 |
+
best day of our lives
|
| 208 |
+
your kind words
|
| 209 |
+
purple
|
| 210 |
+
kate gosselin
|
| 211 |
+
rock the casbah
|
| 212 |
+
bill murray
|
| 213 |
+
impassioned
|
| 214 |
+
players at the texans
|
| 215 |
+
billboard
|
| 216 |
+
break free
|
| 217 |
+
everybody must vote
|
| 218 |
+
alabama
|
| 219 |
+
build the wall
|
| 220 |
+
summer
|
| 221 |
+
zendaya
|
| 222 |
+
miranda
|
| 223 |
+
a pink ring
|
| 224 |
+
shootings and death
|
| 225 |
+
they want them to stop.
|
| 226 |
+
sundance
|
| 227 |
+
switzerland
|
| 228 |
+
thinkpieces from fyre festival attendees
|
| 229 |
+
fyre festival
|
| 230 |
+
governor jay nixon
|
| 231 |
+
to visit north stl county
|
| 232 |
+
steve bannon
|
| 233 |
+
casting zoe saldana and darkening her skin
|
| 234 |
+
zoe saldana
|
| 235 |
+
gold
|
| 236 |
+
charlie coyle
|
| 237 |
+
duncan keith
|
| 238 |
+
during the 1st intermission
|
| 239 |
+
the new addition to the peeps zamboni
|
| 240 |
+
donald trump
|
| 241 |
+
pizza rat
|
| 242 |
+
coach bylsma
|
| 243 |
+
malkin and crosby
|
| 244 |
+
when does beyonce get here
|
| 245 |
+
@landondonovan
|
| 246 |
+
la galaxy
|
| 247 |
+
dershowitz
|
| 248 |
+
cassell
|
| 249 |
+
dancing guy is living his best super bowl EVER
|
| 250 |
+
super bowl
|
| 251 |
+
martin luther king jr
|
| 252 |
+
light
|
| 253 |
+
planned parenthood and ocare
|
| 254 |
+
d.c.
|
| 255 |
+
the 4th of July
|
| 256 |
+
taylor swift
|
| 257 |
+
muslim
|
| 258 |
+
trump supporters
|
| 259 |
+
sam bee
|
| 260 |
+
conan obrien
|
| 261 |
+
bb-8
|
| 262 |
+
starwars cast
|
| 263 |
+
the obamas
|
| 264 |
+
nicest family on earth
|
| 265 |
+
trying to undermine democracies all over the world
|
| 266 |
+
sherlock holmes
|
| 267 |
+
doris roberts
|
| 268 |
+
death
|
| 269 |
+
london
|
| 270 |
+
no frauds
|
| 271 |
+
lebron
|
| 272 |
+
Carlton
|
| 273 |
+
hotline bling
|
| 274 |
+
657
|
| 275 |
+
k
|
| 276 |
+
westgate
|
| 277 |
+
westgate
|
| 278 |
+
duchess of cambridge
|
| 279 |
+
love it
|
| 280 |
+
ed sheeran
|
| 281 |
+
the riverlands
|
| 282 |
+
ed sheeran
|
| 283 |
+
gossip girl
|
| 284 |
+
anxiety
|
| 285 |
+
coming to terms with her faith
|
| 286 |
+
1903
|
| 287 |
+
1883
|
| 288 |
+
isaac hright
|
| 289 |
+
isaac h wright
|
| 290 |
+
the best
|
| 291 |
+
being his number one cheerleader
|
| 292 |
+
a tickle
|
| 293 |
+
manilla
|
| 294 |
+
biden
|
| 295 |
+
everything she wants to say
|
| 296 |
+
everything
|
| 297 |
+
brangelina
|
| 298 |
+
iowa flag
|
| 299 |
+
midfield
|
| 300 |
+
sen rand paul
|
| 301 |
+
4/25
|
| 302 |
+
two
|
| 303 |
+
sharks
|
| 304 |
+
the national anthem
|
| 305 |
+
houston
|
| 306 |
+
excitement
|
| 307 |
+
in the bio
|
| 308 |
+
y'all
|
| 309 |
+
corinne foxx
|
| 310 |
+
miss golden globes
|
| 311 |
+
a meme
|
| 312 |
+
driving students around
|
| 313 |
+
the pcl
|
| 314 |
+
michael phelps
|
| 315 |
+
kdtrey5 and deandre jordan6
|
| 316 |
+
james harden
|
| 317 |
+
the browns win or the end of the season
|
| 318 |
+
for clarification
|
| 319 |
+
nail polish
|
| 320 |
+
the shoe
|
| 321 |
+
fbi employees
|
| 322 |
+
former ice cream store, now a cafe
|
| 323 |
+
local
|
| 324 |
+
rogers arena
|
| 325 |
+
pat quinn way & griffiths way
|
| 326 |
+
tick "white british"
|
| 327 |
+
when applying for a job
|
| 328 |
+
ciara and russell
|
| 329 |
+
his kids
|
| 330 |
+
the 15th
|
| 331 |
+
174 yards
|
| 332 |
+
good morning rupaul's drag race
|
| 333 |
+
gaga
|
| 334 |
+
floored me
|
| 335 |
+
flats
|
| 336 |
+
gal gadot
|
| 337 |
+
martin
|
| 338 |
+
the goals
|
| 339 |
+
jsyk
|
| 340 |
+
1032am
|
| 341 |
+
obama
|
| 342 |
+
how good they had it and took it for granted
|
| 343 |
+
the women's us hockey program
|
| 344 |
+
gordon hayward
|
| 345 |
+
l.a.
|
| 346 |
+
preacher lawson
|
| 347 |
+
tyra banks
|
| 348 |
+
greg cosell
|
| 349 |
+
football
|
| 350 |
+
sacramento
|
| 351 |
+
radio station
|
| 352 |
+
the drama
|
| 353 |
+
justin party
|
| 354 |
+
he is risen
|
| 355 |
+
a candy egg delivering plushy bunny
|
| 356 |
+
thanksgiving
|
| 357 |
+
undercover robots
|
| 358 |
+
he has a daughter.
|
| 359 |
+
liam payne
|
| 360 |
+
artists
|
| 361 |
+
hate speech
|
| 362 |
+
king hall
|
| 363 |
+
vancanucks
|
| 364 |
+
pat quinn
|
| 365 |
+
mlk
|
| 366 |
+
mlk day
|
| 367 |
+
hard times in my life
|
| 368 |
+
tennessee
|
| 369 |
+
the maks
|
| 370 |
+
dwts
|
| 371 |
+
section 104
|
| 372 |
+
hemsworth
|
| 373 |
+
ruffalo
|
| 374 |
+
auctioneer
|
| 375 |
+
halloween
|
| 376 |
+
harden
|
| 377 |
+
two
|
| 378 |
+
gal gadot
|
| 379 |
+
chrishemsworth
|
| 380 |
+
nick kroll and stephen at home
|
| 381 |
+
david letterman
|
| 382 |
+
fred armisen
|
| 383 |
+
difficile people
|
| 384 |
+
160 characters
|
| 385 |
+
over 200
|
| 386 |
+
@jimmykimmel
|
| 387 |
+
for the effort
|
| 388 |
+
@gracevanderwaal
|
| 389 |
+
made her famous
|
| 390 |
+
mr. alcohol
|
| 391 |
+
emilia clarke
|
| 392 |
+
eyes
|
| 393 |
+
a dream
|
| 394 |
+
police man
|
| 395 |
+
RIGHT NOW
|
| 396 |
+
hurricane harvey
|
| 397 |
+
mike nichols
|
| 398 |
+
the graduate to bird cage to spamalot to his comedy albums
|
| 399 |
+
two scarves and a jacket
|
| 400 |
+
june
|
| 401 |
+
shia labeouf
|
| 402 |
+
how they can be manipulated and orchestrated
|
| 403 |
+
beside herself
|
| 404 |
+
hopeful
|
| 405 |
+
kermit the frog
|
| 406 |
+
a song to release on christmas
|
| 407 |
+
violence
|
| 408 |
+
short skirt
|
| 409 |
+
christine teigen
|
| 410 |
+
i cry
|
| 411 |
+
dolores oriordan
|
| 412 |
+
island records and a love for music
|
| 413 |
+
dylan
|
| 414 |
+
rumors
|
| 415 |
+
paul mccartney
|
| 416 |
+
a career
|
| 417 |
+
their contempt
|
| 418 |
+
billionaire class
|
| 419 |
+
donald glover
|
| 420 |
+
donald glover
|
| 421 |
+
ed sheeran
|
| 422 |
+
ask sheev
|
| 423 |
+
the olympics
|
| 424 |
+
usa
|
| 425 |
+
nola
|
| 426 |
+
joel Embiid
|
| 427 |
+
the covfefe of strangers
|
| 428 |
+
covfefe
|
| 429 |
+
ann coulter
|
| 430 |
+
right now
|
| 431 |
+
dave mustaine
|
| 432 |
+
star trek
|
| 433 |
+
in the middle of the night
|
| 434 |
+
alabama
|
| 435 |
+
everyone
|
| 436 |
+
you all
|
| 437 |
+
a bow
|
| 438 |
+
elee
|
| 439 |
+
you keep it cut low
|
| 440 |
+
honor two more legends of our sport
|
| 441 |
+
sport
|
| 442 |
+
george r.r. Martin
|
| 443 |
+
a heart attack
|
| 444 |
+
larry
|
| 445 |
+
make this about larry
|
| 446 |
+
the trump presidency
|
| 447 |
+
mr burns
|
| 448 |
+
megyn kelly
|
| 449 |
+
lightweight reporter
|
| 450 |
+
to speak in vague but bombastic generalities
|
| 451 |
+
vague but bombastic
|
| 452 |
+
patty arquette
|
| 453 |
+
half
|
| 454 |
+
ceelo
|
| 455 |
+
an mk purse
|
| 456 |
+
sdcc 2
|
| 457 |
+
starwars fan
|
| 458 |
+
eagles fans
|
| 459 |
+
over 80
|
| 460 |
+
everything they could grab from ivy park
|
| 461 |
+
ivy park
|
| 462 |
+
logic301 @thegreatkhalid and alessiacara
|
| 463 |
+
blakelively
|
| 464 |
+
a desire to look like @blakelively
|
| 465 |
+
christine teigen
|
| 466 |
+
150
|
| 467 |
+
his mustache keeps appearing and disappearing
|
| 468 |
+
henry cavil
|
| 469 |
+
trevor story
|
| 470 |
+
the rockies
|
| 471 |
+
donna the elephant
|
| 472 |
+
nervous
|
| 473 |
+
luke donald
|
| 474 |
+
wine
|
| 475 |
+
she can't wait
|
| 476 |
+
write raps for young nicki to spit on tv
|
| 477 |
+
la
|
| 478 |
+
john's
|
| 479 |
+
an airport
|
| 480 |
+
listen to beyonce
|
| 481 |
+
larrie
|
| 482 |
+
harry
|
| 483 |
+
tweet did not show
|
| 484 |
+
tweet did not show
|
| 485 |
+
a rematch with matthew perry
|
| 486 |
+
matthew perry
|
| 487 |
+
a year and a half
|
| 488 |
+
making a record
|
| 489 |
+
warren and faye
|
| 490 |
+
faye
|
| 491 |
+
beauty and the beast
|
| 492 |
+
a gay moment
|
| 493 |
+
space jam
|
| 494 |
+
kentucky
|
| 495 |
+
the upper hand
|
| 496 |
+
the beyhive
|
| 497 |
+
paramount and Warners execs
|
| 498 |
+
imagining paramount and Warners execs screaming at each other
|
| 499 |
+
luke skywalker
|
| 500 |
+
character work
|
| 501 |
+
1997
|
| 502 |
+
HIV/AIDS
|
| 503 |
+
people in nhl management
|
| 504 |
+
st. thomas, santa claus and cheese pasta
|
| 505 |
+
introducing our newest custom-painted aircraft
|
| 506 |
+
disney's frozen
|
| 507 |
+
do ya think i'm sexy
|
| 508 |
+
republic records
|
| 509 |
+
iowa cafe creates a Trump burger
|
| 510 |
+
iowa cafe creates a Trump burger
|
| 511 |
+
donald trump
|
| 512 |
+
4
|
| 513 |
+
stanbul
|
| 514 |
+
turkey and greece
|
| 515 |
+
sanders
|
| 516 |
+
94 crime bill
|
| 517 |
+
halftime show
|
| 518 |
+
leann rimes
|
| 519 |
+
south Carolina, south dakota and utah
|
| 520 |
+
mark knoller
|
| 521 |
+
paul feig
|
| 522 |
+
all-female
|
| 523 |
+
Alice oswalt
|
| 524 |
+
in the universe
|
| 525 |
+
timberlake
|
| 526 |
+
a country album
|
| 527 |
+
hbo is done with the nhl
|
| 528 |
+
24/7 series
|
| 529 |
+
they better be in a wheelchair
|
| 530 |
+
james harrison
|
| 531 |
+
16
|
| 532 |
+
vegas
|
| 533 |
+
jeff sessions
|
| 534 |
+
who's been naughty or nice
|
| 535 |
+
jeff varner
|
| 536 |
+
habitat int'l
|
| 537 |
+
joe biden
|
| 538 |
+
john
|
| 539 |
+
christine teigen
|
| 540 |
+
jonathan drouin
|
| 541 |
+
he will play on the trip
|
| 542 |
+
joss whedon
|
| 543 |
+
batgirl
|
| 544 |
+
just bryzgalov
|
| 545 |
+
nhlallstar
|
| 546 |
+
the words
|
| 547 |
+
their future vpotus
|
| 548 |
+
johnlegend
|
| 549 |
+
johnlegend arrived in london
|
| 550 |
+
ariana
|
| 551 |
+
gay men
|
| 552 |
+
finding out a band broke up
|
| 553 |
+
amanda berry
|
| 554 |
+
cleveland
|
| 555 |
+
ann coulter
|
| 556 |
+
delta
|
| 557 |
+
johnny depp
|
| 558 |
+
an outfit he found in johnny depp’s goodwill donation bag
|
| 559 |
+
kellyanne conway
|
| 560 |
+
the warriors
|
| 561 |
+
jim buss
|
| 562 |
+
kobe bryant
|
| 563 |
+
composer john williams
|
| 564 |
+
come swim
|
| 565 |
+
kristen stewart
|
| 566 |
+
madison square garden
|
| 567 |
+
lacey holsworth and her family
|
| 568 |
+
cavs
|
| 569 |
+
espn
|
| 570 |
+
lebron james
|
| 571 |
+
lebron james and michael jordan
|
| 572 |
+
lebron
|
| 573 |
+
lebron is unraveling psychologically/emotionally
|
| 574 |
+
to spend more time with his pets
|
| 575 |
+
left wing
|
| 576 |
+
a culture of violence
|
| 577 |
+
beyonce
|
| 578 |
+
lemonade
|
| 579 |
+
leslie jones
|
| 580 |
+
2
|
| 581 |
+
introduce harry, ginny and albus potter
|
| 582 |
+
harry, ginny and albus potter
|
| 583 |
+
the houston and brown
|
| 584 |
+
tom hiddleston
|
| 585 |
+
seven minutes
|
| 586 |
+
the penguins locker room
|
| 587 |
+
live look in
|
| 588 |
+
mouths
|
| 589 |
+
prayers & hymns by heart
|
| 590 |
+
hanzal
|
| 591 |
+
boedker
|
| 592 |
+
louis
|
| 593 |
+
katie bolduan
|
| 594 |
+
ming xi
|
| 595 |
+
leslie odom, jr.
|
| 596 |
+
liberation station
|
| 597 |
+
wiggins
|
| 598 |
+
106-106
|
| 599 |
+
106-106
|
| 600 |
+
kemba
|
| 601 |
+
macedonian
|
| 602 |
+
for taking this photo
|
| 603 |
+
the womens march
|
| 604 |
+
malia obama
|
| 605 |
+
malia obama
|
| 606 |
+
malkin
|
| 607 |
+
mri
|
| 608 |
+
facebook
|
| 609 |
+
u.s.
|
| 610 |
+
marc jacobs
|
| 611 |
+
hillary
|
| 612 |
+
mary j blige
|
| 613 |
+
rian johnson
|
| 614 |
+
matilda
|
| 615 |
+
gryffindor and ravenclaw
|
| 616 |
+
mad black thorax
|
| 617 |
+
a mad black thorax.
|
| 618 |
+
harlots
|
| 619 |
+
romphim
|
| 620 |
+
raven and nick
|
| 621 |
+
donald gets things done
|
| 622 |
+
melania trump
|
| 623 |
+
the canadian anthem
|
| 624 |
+
held "all lives matter" card up
|
| 625 |
+
a winner
|
| 626 |
+
you're messing with me
|
| 627 |
+
michael dal colle
|
| 628 |
+
sonny milano
|
| 629 |
+
trump
|
| 630 |
+
possession of controlled substance
|
| 631 |
+
canada
|
| 632 |
+
$250K
|
| 633 |
+
nashville
|
| 634 |
+
taylor swift
|
| 635 |
+
white
|
| 636 |
+
because of race
|
| 637 |
+
kukkatori
|
| 638 |
+
kukkatori print dress
|
| 639 |
+
résidente's verse on immigrants
|
| 640 |
+
my wrote my way out verse
|
| 641 |
+
david cassidy
|
| 642 |
+
proud and honored
|
| 643 |
+
maya angelou
|
| 644 |
+
a caged bird
|
| 645 |
+
less than one year old
|
| 646 |
+
slowing it down
|
| 647 |
+
sweden
|
| 648 |
+
foxnews
|
| 649 |
+
gilmore girls
|
| 650 |
+
gilmore girls
|
| 651 |
+
nope nope nope
|
| 652 |
+
everyday heroes
|
| 653 |
+
strong and full of everyday heroes
|
| 654 |
+
the internet
|
| 655 |
+
net neutrality
|
| 656 |
+
kanye west
|
| 657 |
+
2015
|
| 658 |
+
new york
|
| 659 |
+
devastating
|
| 660 |
+
cops
|
| 661 |
+
harassed him
|
| 662 |
+
she got beat up
|
| 663 |
+
outside with her brothers
|
| 664 |
+
say anything negative about curry
|
| 665 |
+
Shutup and enjoy the show
|
| 666 |
+
#goldenglobes
|
| 667 |
+
black
|
| 668 |
+
abc
|
| 669 |
+
arie
|
| 670 |
+
justin bieber
|
| 671 |
+
whip
|
| 672 |
+
jeff gorton
|
| 673 |
+
11
|
| 674 |
+
the final five
|
| 675 |
+
the floor
|
| 676 |
+
office workers
|
| 677 |
+
san bernardino
|
| 678 |
+
r-word
|
| 679 |
+
paper towns
|
| 680 |
+
a waterbottle
|
| 681 |
+
downton abbey
|
| 682 |
+
paul walker
|
| 683 |
+
it's caused by an accident
|
| 684 |
+
@criticschoice#deaththreats
|
| 685 |
+
9460 wilshire blvd
|
| 686 |
+
screenshot this
|
| 687 |
+
the bachelor
|
| 688 |
+
olivia from the bachelor
|
| 689 |
+
steal people's boyfriends
|
| 690 |
+
ruined
|
| 691 |
+
a blister
|
| 692 |
+
kotex
|
| 693 |
+
his family
|
| 694 |
+
he didn't affect him
|
| 695 |
+
casino boat
|
| 696 |
+
50 people
|
| 697 |
+
troops
|
| 698 |
+
proudly
|
| 699 |
+
spaghetti cat
|
| 700 |
+
kim kardashian's ass
|
| 701 |
+
the lions
|
| 702 |
+
paul, noma and cherrelle
|
| 703 |
+
harry potter play
|
| 704 |
+
hugh jackman
|
| 705 |
+
gap toothed
|
| 706 |
+
cut holes in the wall
|
| 707 |
+
hole cut in the wall
|
| 708 |
+
every word said
|
| 709 |
+
ftshootout
|
| 710 |
+
tim tebow
|
| 711 |
+
empathy
|
| 712 |
+
celebrities
|
| 713 |
+
zayn's PR team
|
| 714 |
+
zayn
|
| 715 |
+
canadian pm trudeau
|
| 716 |
+
canada
|
| 717 |
+
jules
|
| 718 |
+
friend
|
| 719 |
+
prince doing "baltimore"
|
| 720 |
+
those who lost loved ones
|
| 721 |
+
selena and abel
|
| 722 |
+
release music together
|
| 723 |
+
lebron james tattoo
|
| 724 |
+
lebron james
|
| 725 |
+
chester bennington
|
| 726 |
+
linkinpark
|
| 727 |
+
eastern michigan university
|
| 728 |
+
racist graffiti
|
| 729 |
+
california
|
| 730 |
+
sad
|
| 731 |
+
houston texans
|
| 732 |
+
moving out of the 1st pick
|
| 733 |
+
the only colors
|
| 734 |
+
usc trojans
|
| 735 |
+
rain and storms
|
| 736 |
+
central and eastern
|
| 737 |
+
benetton
|
| 738 |
+
haley
|
| 739 |
+
a kia
|
| 740 |
+
8 straight
|
| 741 |
+
rihanna
|
| 742 |
+
rihanna fans
|
| 743 |
+
john lewis
|
| 744 |
+
what martin luther king jr. would have done
|
| 745 |
+
russian officials
|
| 746 |
+
negative
|
| 747 |
+
this is what the truth feels like
|
| 748 |
+
dates and RSVP
|
| 749 |
+
elliegoulding
|
| 750 |
+
3/15
|
| 751 |
+
justin bieber is here
|
| 752 |
+
his set
|
| 753 |
+
this nonsense
|
| 754 |
+
dallas
|
| 755 |
+
kim kardashian
|
| 756 |
+
gq
|
| 757 |
+
purple
|
| 758 |
+
black panther
|
| 759 |
+
iggy azalea
|
| 760 |
+
exhausting
|
| 761 |
+
she used to call me and say "son I miss my husband and children"
|
| 762 |
+
in heaven
|
| 763 |
+
an official statement
|
| 764 |
+
shocked and heartbroken
|
| 765 |
+
show us your best #officemugshot
|
| 766 |
+
a sweet coffee prize pack
|
| 767 |
+
donald trump
|
| 768 |
+
on a great speech
|
| 769 |
+
alabama
|
| 770 |
+
20
|
| 771 |
+
beauty and the beast
|
| 772 |
+
emma watson
|
| 773 |
+
friends
|
| 774 |
+
a black cast
|
| 775 |
+
malcolm young
|
| 776 |
+
ac/dc
|
| 777 |
+
kane
|
| 778 |
+
pretty good
|
| 779 |
+
tom hanks
|
| 780 |
+
2017
|
| 781 |
+
a dear friend
|
| 782 |
+
anne hathaway
|
| 783 |
+
the women at the march syncing periods
|
| 784 |
+
beat him to it
|
| 785 |
+
a rant
|
| 786 |
+
violence
|
| 787 |
+
jeremy
|
| 788 |
+
3
|
| 789 |
+
red sox
|
| 790 |
+
al east clubs
|
| 791 |
+
kentucky
|
| 792 |
+
wallstar
|
| 793 |
+
speeches like this
|
| 794 |
+
an american
|
| 795 |
+
a restroom line
|
| 796 |
+
sochi2014
|
| 797 |
+
in the unlikely event
|
| 798 |
+
2009
|
| 799 |
+
emergency room nurse
|
| 800 |
+
steph curry and under armour
|
| 801 |
+
steph
|
| 802 |
+
god
|
| 803 |
+
stephen a
|
| 804 |
+
shoot-around
|
| 805 |
+
four
|
| 806 |
+
the last
|
| 807 |
+
a conservative
|
| 808 |
+
the russians
|
| 809 |
+
right
|
| 810 |
+
black panther
|
| 811 |
+
a wealthy nation
|
| 812 |
+
august
|
| 813 |
+
daily
|
| 814 |
+
russell wilson
|
| 815 |
+
mark rodgers
|
| 816 |
+
tcu's punter
|
| 817 |
+
shawn oakman
|
| 818 |
+
team usa
|
| 819 |
+
team usa lockerroom
|
| 820 |
+
rihanna
|
| 821 |
+
the met gala
|
| 822 |
+
vp biden and mariska
|
| 823 |
+
vp biden and mariska
|
| 824 |
+
mindy kaling
|
| 825 |
+
mindy kaling
|
| 826 |
+
colon cancer
|
| 827 |
+
10
|
| 828 |
+
warm thoughts and well wishes
|
| 829 |
+
getting back to work
|
| 830 |
+
the jsu bus
|
| 831 |
+
nrjawards2015
|
| 832 |
+
a great time
|
| 833 |
+
to be in the rock hall
|
| 834 |
+
your votes, posts, and videos
|
| 835 |
+
they kissed
|
| 836 |
+
a 10
|
| 837 |
+
@money23green
|
| 838 |
+
3
|
| 839 |
+
DISNEY
|
| 840 |
+
time of beastiliaty
|
| 841 |
+
the #endangeredriver
|
| 842 |
+
#endangeredriver
|
| 843 |
+
3
|
| 844 |
+
2:19
|
| 845 |
+
grandmother
|
| 846 |
+
twenty dollars yet
|
| 847 |
+
the duchess of cambridge
|
| 848 |
+
kensington palace
|
| 849 |
+
the duchess
|
| 850 |
+
flight simulator training
|
| 851 |
+
the mayor of san juan
|
| 852 |
+
the democrats
|
| 853 |
+
his resignation
|
| 854 |
+
cnn
|
| 855 |
+
mike green
|
| 856 |
+
the red wings
|
| 857 |
+
emotions
|
| 858 |
+
like you have multiple offers
|
| 859 |
+
regina george
|
| 860 |
+
election day
|
| 861 |
+
colonel sanders
|
| 862 |
+
a timesup rose
|
| 863 |
+
free and open to all
|
| 864 |
+
net neutrality
|
| 865 |
+
grease
|
| 866 |
+
the grease on her scalp and the grease that fries her chicken
|
| 867 |
+
the area
|
| 868 |
+
black
|
| 869 |
+
the president's motorcade
|
| 870 |
+
to be a las vegas girl
|
| 871 |
+
portia and ellen
|
| 872 |
+
ellentube
|
| 873 |
+
the way they run to each other
|
| 874 |
+
the way they run to each other
|
| 875 |
+
hero
|
| 876 |
+
a movie that delivers
|
| 877 |
+
running up to ppl's homes
|
| 878 |
+
it's dangerous
|
| 879 |
+
a free pair of limited-edition @georgehw bush socks
|
| 880 |
+
george hw bush
|
| 881 |
+
her id
|
| 882 |
+
the white house
|
| 883 |
+
hamburg
|
| 884 |
+
hurt
|
| 885 |
+
gilmore girls
|
| 886 |
+
given her new life
|
| 887 |
+
russian
|
| 888 |
+
jim harbaugh
|
| 889 |
+
the national anthem
|
| 890 |
+
nj
|
| 891 |
+
forecast
|
| 892 |
+
black
|
| 893 |
+
at work
|
| 894 |
+
dl champlin
|
| 895 |
+
dl champlin
|
| 896 |
+
donald trump
|
| 897 |
+
divisive
|
| 898 |
+
this is the right decision
|
| 899 |
+
the right coach
|
| 900 |
+
the giant herd of star wars concert attendees
|
| 901 |
+
making their way to show
|
| 902 |
+
hockey
|
| 903 |
+
gordie howe hat trick
|
| 904 |
+
police
|
| 905 |
+
mjolnir
|
| 906 |
+
steve
|
| 907 |
+
take a dreamer in2 their home and protect them
|
| 908 |
+
the family of seth thomas
|
| 909 |
+
seth thomas
|
| 910 |
+
gig harbor
|
| 911 |
+
narrows airport in gig Harbor
|
| 912 |
+
tina fey
|
| 913 |
+
felicity jones
|
| 914 |
+
today
|
| 915 |
+
prince of wales
|
| 916 |
+
@usher, @jimmyfallon, & @hamiltonmusical cast
|
| 917 |
+
nypd hats
|
| 918 |
+
officer moore
|
| 919 |
+
tom hiddleston
|
| 920 |
+
red
|
| 921 |
+
gold
|
| 922 |
+
katieledecky
|
| 923 |
+
tsonga
|
| 924 |
+
ahead of his first match in the davis cup final
|
| 925 |
+
greece
|
| 926 |
+
turkish
|
| 927 |
+
hit by a pitch
|
| 928 |
+
birmingham area
|
| 929 |
+
birmingham area
|
| 930 |
+
hailey baldwin
|
| 931 |
+
v magazine
|
| 932 |
+
half-time
|
| 933 |
+
ar
|
| 934 |
+
the tig
|
| 935 |
+
very sad
|
| 936 |
+
he was such a character
|
| 937 |
+
skydance
|
| 938 |
+
diane keaton
|
| 939 |
+
nyc
|
| 940 |
+
tom hiddleston
|
| 941 |
+
to personalize shopping
|
| 942 |
+
cher
|
| 943 |
+
the hospital
|
| 944 |
+
ethan
|
| 945 |
+
global
|
| 946 |
+
grandchildren
|
| 947 |
+
christmas
|
| 948 |
+
america
|
| 949 |
+
amber waves of grain (i.e. barley)
|
| 950 |
+
to report incidents of bias
|
| 951 |
+
because this state celebrates our differences
|
| 952 |
+
ariana grande
|
| 953 |
+
the uk
|
| 954 |
+
15 penguin avenue, antarctica
|
| 955 |
+
penguin
|
| 956 |
+
an instagram quality photo
|
| 957 |
+
3 legs
|
| 958 |
+
oprah
|
| 959 |
+
sterling kbrown
|
| 960 |
+
proud
|
| 961 |
+
the indians
|
| 962 |
+
22
|
| 963 |
+
don graham's farewell party
|
| 964 |
+
an honor
|
| 965 |
+
donald trump
|
| 966 |
+
donald trump would get very mad about it
|
| 967 |
+
jj watt
|
| 968 |
+
an amazing gift
|
| 969 |
+
@stephencurry30
|
| 970 |
+
when they grow up
|
| 971 |
+
sia
|
| 972 |
+
"sia weaponizes vowels"
|
| 973 |
+
breezy
|
| 974 |
+
surewalk
|
| 975 |
+
elizabeth
|
| 976 |
+
the bachelor
|
| 977 |
+
thugs
|
| 978 |
+
white
|
| 979 |
+
jennifer aniston
|
| 980 |
+
out of the mountain of despair
|
| 981 |
+
the mountain of despair
|
| 982 |
+
headache
|
| 983 |
+
the amazing news of an oscar nom
|
| 984 |
+
mets
|
| 985 |
+
to get a mets tattoo
|
| 986 |
+
jemmye carroll
|
| 987 |
+
the connection we shared
|
| 988 |
+
a trophy
|
| 989 |
+
sunday
|
| 990 |
+
the light
|
| 991 |
+
kim kardashian west
|
| 992 |
+
chris stapleton
|
| 993 |
+
q104.1 new country
|
| 994 |
+
writing a bill with martin heinrich
|
| 995 |
+
martin heinrich
|
| 996 |
+
cattie
|
| 997 |
+
bathroom counter
|
| 998 |
+
oscars bar
|
| 999 |
+
1am
|
| 1000 |
+
revenge pulp
|
| 1001 |
+
leaked nudes
|
| 1002 |
+
17's
|
| 1003 |
+
yogi ferrell
|
| 1004 |
+
@thecauldron
|
| 1005 |
+
wayne's world
|
| 1006 |
+
the juggalo march
|
| 1007 |
+
in america
|
| 1008 |
+
the most anti-lgbtq+ presidential ticket in recent times
|
| 1009 |
+
your words mean nothing
|
| 1010 |
+
lee
|
| 1011 |
+
if he ever thought, "wow, you look familiar".
|
| 1012 |
+
zazie
|
| 1013 |
+
domino
|
| 1014 |
+
down to the beach
|
| 1015 |
+
aim
|
| 1016 |
+
the app
|
| 1017 |
+
the glory of the lord
|
| 1018 |
+
all flesh
|
| 1019 |
+
sarah jennifer parker and george malkemus
|
| 1020 |
+
sarah jennifer parker and george malkemus
|
| 1021 |
+
kanye
|
| 1022 |
+
dark skint multiracial wimmenz
|
| 1023 |
+
kyle chandler
|
| 1024 |
+
comey
|
| 1025 |
+
zac efron
|
| 1026 |
+
on the cheek
|
| 1027 |
+
nudes
|
| 1028 |
+
bette midler
|
| 1029 |
+
kanye
|
| 1030 |
+
50 minutes
|
| 1031 |
+
slaughter the competition
|
| 1032 |
+
met gala
|
| 1033 |
+
america is trash
|
| 1034 |
+
20
|
| 1035 |
+
new isles
|
| 1036 |
+
fast
|
| 1037 |
+
champagne
|
| 1038 |
+
autotune
|
| 1039 |
+
only sounds like autotune
|
| 1040 |
+
a free pass to laugh at someone's horrible musfortune
|
| 1041 |
+
someone's horrible musfortune
|
| 1042 |
+
kissed her
|
| 1043 |
+
2016
|
| 1044 |
+
security guy
|
| 1045 |
+
lose it
|
| 1046 |
+
brunch
|
| 1047 |
+
the means of production
|
| 1048 |
+
dua lipa
|
| 1049 |
+
third
|
| 1050 |
+
shia labeouf
|
| 1051 |
+
singapur
|
| 1052 |
+
hope
|
| 1053 |
+
sarah wants someone to give her hope.
|
| 1054 |
+
kim kardashian west
|
| 1055 |
+
cashing her 80 million video game check
|
| 1056 |
+
spotify
|
| 1057 |
+
releasing her album
|
| 1058 |
+
benedict cumberbatch and a nice chap who plays tennis
|
| 1059 |
+
plays tennis
|
| 1060 |
+
alarming
|
| 1061 |
+
texting
|
| 1062 |
+
dunderswiftlin
|
| 1063 |
+
yepsls
|
| 1064 |
+
michelle rodriguez
|
| 1065 |
+
matt bomer
|
| 1066 |
+
b marshall
|
| 1067 |
+
the tweet is funny.
|
| 1068 |
+
a podium
|
| 1069 |
+
melissa mccarthy/sean spicer
|
| 1070 |
+
lowkey
|
| 1071 |
+
boogieman
|
| 1072 |
+
kenien
|
| 1073 |
+
opening this convo
|
| 1074 |
+
beautiful
|
| 1075 |
+
alabama
|
| 1076 |
+
black women
|
| 1077 |
+
the day we become silent about things that matter
|
| 1078 |
+
mlk
|
| 1079 |
+
red cross
|
| 1080 |
+
the people
|
| 1081 |
+
restaurant menu print business
|
| 1082 |
+
arkit eats
|
| 1083 |
+
the airwaves
|
| 1084 |
+
write a book or start a podcast
|
| 1085 |
+
pope
|
| 1086 |
+
tuesday
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1dd8ee47a1e37ec620004f01af2e14d175e064de63c0f3f0da4a49c4388df1aa
|
| 3 |
+
size 2950734215
|
tokenizer_config.json
CHANGED
|
@@ -104,7 +104,7 @@
|
|
| 104 |
"eos_token": "</s>",
|
| 105 |
"extra_ids": 100,
|
| 106 |
"model_max_length": 512,
|
| 107 |
-
"name_or_path": "lmqg_output/t5-large-tweetqa-qa/
|
| 108 |
"pad_token": "<pad>",
|
| 109 |
"special_tokens_map_file": null,
|
| 110 |
"tokenizer_class": "T5Tokenizer",
|
|
|
|
| 104 |
"eos_token": "</s>",
|
| 105 |
"extra_ids": 100,
|
| 106 |
"model_max_length": 512,
|
| 107 |
+
"name_or_path": "lmqg_output/t5-large-tweetqa-qa/model_woixzh/epoch_2",
|
| 108 |
"pad_token": "<pad>",
|
| 109 |
"special_tokens_map_file": null,
|
| 110 |
"tokenizer_class": "T5Tokenizer",
|
trainer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"dataset_path": "lmqg/qg_tweetqa", "dataset_name": "default", "input_types": ["paragraph_question"], "output_types": ["answer"], "prefix_types": null, "model": "t5-large", "max_length": 512, "max_length_output": 32, "epoch": 6, "batch": 16, "lr": 5e-05, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 4, "label_smoothing": 0.15}
|