README.md

---
YAML tags:
annotations_creators:
- crowdsourced
- expert-generated
languages:
- en
licenses:
- apache-2.0
multilinguality:
- monolingual
pretty_name: P3
size_categories:
- 100M<n<1B
task_categories:
- other
---

# Dataset Card for P3

## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
- [Additional Information](#additional-information)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:** https://bigscience.huggingface.co/promptsource
- **Repository:** https://github.com/bigscience-workshop/promptsource/
- **Paper:** TODO
- **Point of Contact:** Victor Sanh (victor@huggingface.co)

### Dataset Summary

P3 (Pubic Pool of Prompts) is a collection of prompted English datasets covering a diverse set of NLP tasks. A prompt is the combination of an input template and a target template. The templates are functions mapping a data example into natural language for the input and target sequences. For example, in the case of an NLI dataset, the data example would include fields for *Premise, Hypothesis, Label*. An input template would be *If {Premise} is true, is it also true that {Hypothesis}?*, whereas a target template can be defined with the label choices *Choices[label]*. Here *Choices* is prompt-specific metadata that consists of the options *yes, maybe, no* corresponding to *label* being entailment (0), neutral (1) or contradiction (2).

Prompts are collected using [Promptsource](https://github.com/bigscience-workshop/promptsource), an interface to interactively write prompts on datasets, and collect prompt-specific metadata such as evaluation metrics. As of October 13th, there are 2'000 prompts collected for 270+ data(sub)sets. The collection of prompts of P3 is publicly available on [Promptsource](https://github.com/bigscience-workshop/promptsource).

To train [T0*](https://huggingface.co/bigscience/T0pp), we used a subset of the prompts available in Promptsource (see details [here](https://huggingface.co/bigscience/T0pp#training-data)). However, some of the prompts use `random.choice`, a method that selects uniformly at random an option in a list of valid possibilities. For reproducibility purposes, we release the collection of prompted examples used to train T0*. **The data available here are the materialized version of the prompted datasets used in [{Multitask Prompted Training Enables Zero-Shot Task Generalization](TODO) which represent only a subset of the datasets for which there is at least one prompt on Promptsource.**

### Supported Tasks and Leaderboards

The tasks represented in P3 cover a diverse set of NLP tasks including multiple-choice QA, sentiment analysis or natural language inference. We detail the full list of datasets in [Source Data](#source-data).

### Languages

The data in P3 are in English (BCP-47 `en`).

## Dataset Structure

### Data Instances

An example of "train" looks as follows:
```bash
{
  'answer_choices': ['safe', 'trolley'],
  'inputs': [86, 8, 7142, 666, 6, 405, 8, 3, 834, 1518, 21, 1346, 42, 31682, 58, 37, 3, 929, 9, 3042, 63, 2765, 808, 8, 2045, 6448, 326, 13, 8, 31682, 11, 3, 24052, 135, 16, 8, 1346, 552, 8, 3, 834, 47, 6364, 5], 'inputs_pretokenized': 'In the sentence below, does the _ stand for safe or trolley?\nThe treasury workers took the gold bars off of the trolley and stacked them in the safe until the _ was empty.',
  'targets': [31682, 1],
  'targets_pretokenized': '\ntrolley'
}
```

In the case of rank classification (letting the model select its the prediction the option with the highest log-likelihood), an example looks as follows:
```bash
{
  'idx': [5, 0],
  'inputs': [86, 8, 7142, 666, 6, 405, 8, 3, 834, 1518, 21, 19454, 42, 22227, 58, 19454, 744, 31, 17, 2112, 4553, 17742, 7, 12, 1953, 6, 298, 22227, 966, 373, 405, 5, 3, 834, 19, 72, 952, 12, 619, 16, 3, 9, 17742, 3298, 5],
  'inputs_pretokenized': "In the sentence below, does the _ stand for Kyle or Logan?\nKyle doesn't wear leg warmers to bed, while Logan almost always does. _ is more likely to live in a warmer climate.",
  'is_correct': True,
  'targets': [19454, 1],
  'targets_pretokenized': 'Kyle',
  'weight': 1.0
}
```

To check all the prompted examples, you can use the [Promptsource hosted tool](http://bigscience.huggingface.co/promptsource) and choose the `Prompted dataset viewer` mode in the left panel.


### Data Fields

The data fields are the same among all splits:
- `answer_choices`: the choices (in natural language) available to the model
- `inputs_pretokenized`: the natural language input fed to the model
- `targets_pretokenized`: the natural language target that the model has to generate
- `inputs`: the tokenized input with [T5](https://huggingface.co/google/t5-v1_1-base)'s tokenizer
- `targets`: the tokenized target with [T5](https://huggingface.co/google/t5-v1_1-base)'s tokenizer
- `idx`: identifier of the (example, answer_option_id) in the case of rank classification
- `weight`: a weight for the example produced by seqio (always set to 1.0 in practise)
- `is_correct`: whether the (example, answer_option_id) is the correct one

### Data Splits

|Data(sub)set|Number of examples per splits|
|-|-|
|adversarial_qa_dbert_answer_the_following_q|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbert_based_on|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbert_generate_question|{'train': 10000, 'validation': 1000, 'test': 1000}|
|adversarial_qa_dbert_question_context_answer|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbert_tell_what_it_is|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbidaf_answer_the_following_q|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbidaf_based_on|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbidaf_generate_question|{'train': 10000, 'validation': 1000, 'test': 1000}|
|adversarial_qa_dbidaf_question_context_answer|{'train': 10000, 'validation': 1000}|
|adversarial_qa_dbidaf_tell_what_it_is|{'train': 10000, 'validation': 1000}|
|adversarial_qa_droberta_answer_the_following_q|{'train': 10000, 'validation': 1000}|
|adversarial_qa_droberta_based_on|{'train': 10000, 'validation': 1000}|
|adversarial_qa_droberta_generate_question|{'train': 10000, 'validation': 1000, 'test': 1000}|
|adversarial_qa_droberta_question_context_answer|{'train': 10000, 'validation': 1000}|
|adversarial_qa_droberta_tell_what_it_is|{'train': 10000, 'validation': 1000}|
|ag_news_classify|{'train': 120000, 'test': 7600}|
|ag_news_classify_question_first|{'train': 120000, 'test': 7600}|
|ag_news_classify_with_choices|{'train': 120000, 'test': 7600}|
|ag_news_classify_with_choices_question_first|{'train': 120000, 'test': 7600}|
|ag_news_recommend|{'train': 120000, 'test': 7600}|
|ag_news_which_section|{'train': 120000, 'test': 7600}|
|ag_news_which_section_choices|{'train': 120000, 'test': 7600}|
|ai2_arc_ARC_Challenge_heres_a_problem|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Challenge_i_am_hesitating|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Challenge_multiple_choice|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Challenge_pick_false_options|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Challenge_pick_the_most_correct_option|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Challenge_qa_options|{'train': 1119, 'validation': 299, 'test': 1172}|
|ai2_arc_ARC_Easy_heres_a_problem|{'train': 2251, 'validation': 570, 'test': 2376}|
|ai2_arc_ARC_Easy_i_am_hesitating|{'train': 2251, 'validation': 570, 'test': 2376}|
|ai2_arc_ARC_Easy_multiple_choice|{'train': 2251, 'validation': 570, 'test': 2376}|
|ai2_arc_ARC_Easy_pick_false_options|{'train': 2251, 'validation': 570, 'test': 2376}|
|ai2_arc_ARC_Easy_pick_the_most_correct_option|{'train': 2251, 'validation': 570, 'test': 2376}|
|ai2_arc_ARC_Easy_qa_options|{'train': 2251, 'validation': 570, 'test': 2376}|
|amazon_polarity_Is_this_product_review_positive|{'train': 3600000, 'test': 400000}|
|amazon_polarity_Is_this_review|{'train': 3600000, 'test': 400000}|
|amazon_polarity_Is_this_review_negative|{'train': 3600000, 'test': 400000}|
|amazon_polarity_User_recommend_this_product|{'train': 3600000, 'test': 400000}|
|amazon_polarity_convey_negative_or_positive_sentiment|{'train': 3600000, 'test': 400000}|
|amazon_polarity_flattering_or_not|{'train': 3600000, 'test': 400000}|
|amazon_polarity_negative_or_positive_tone|{'train': 3600000, 'test': 400000}|
|amazon_polarity_user_satisfied|{'train': 3600000, 'test': 400000}|
|amazon_polarity_would_you_buy|{'train': 3600000, 'test': 400000}|
|anli_GPT_3_style_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_GPT_3_style_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_GPT_3_style_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_GPT_3_style_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_GPT_3_style_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_GPT_3_style_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_MNLI_crowdsource_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_MNLI_crowdsource_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_MNLI_crowdsource_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_MNLI_crowdsource_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_MNLI_crowdsource_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_MNLI_crowdsource_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_always_sometimes_never_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_always_sometimes_never_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_always_sometimes_never_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_always_sometimes_never_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_always_sometimes_never_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_always_sometimes_never_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_based_on_the_previous_passage_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_based_on_the_previous_passage_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_based_on_the_previous_passage_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_based_on_the_previous_passage_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_based_on_the_previous_passage_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_based_on_the_previous_passage_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_can_we_infer_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_can_we_infer_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_can_we_infer_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_can_we_infer_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_can_we_infer_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_can_we_infer_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_claim_true_false_inconclusive_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_claim_true_false_inconclusive_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_claim_true_false_inconclusive_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_claim_true_false_inconclusive_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_claim_true_false_inconclusive_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_claim_true_false_inconclusive_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_consider_always_sometimes_never_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_consider_always_sometimes_never_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_consider_always_sometimes_never_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_consider_always_sometimes_never_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_consider_always_sometimes_never_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_consider_always_sometimes_never_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_does_it_follow_that_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_does_it_follow_that_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_does_it_follow_that_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_does_it_follow_that_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_does_it_follow_that_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_does_it_follow_that_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_does_this_imply_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_does_this_imply_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_does_this_imply_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_does_this_imply_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_does_this_imply_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_does_this_imply_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_guaranteed_possible_impossible_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_guaranteed_possible_impossible_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_guaranteed_possible_impossible_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_guaranteed_possible_impossible_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_guaranteed_possible_impossible_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_guaranteed_possible_impossible_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_guaranteed_true_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_guaranteed_true_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_guaranteed_true_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_guaranteed_true_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_guaranteed_true_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_guaranteed_true_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_justified_in_saying_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_justified_in_saying_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_justified_in_saying_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_justified_in_saying_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_justified_in_saying_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_justified_in_saying_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_must_be_true_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_must_be_true_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_must_be_true_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_must_be_true_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_must_be_true_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_must_be_true_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_should_assume_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_should_assume_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_should_assume_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_should_assume_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_should_assume_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_should_assume_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|anli_take_the_following_as_truth_r1|{'train': 16946, 'validation': 1000, 'test': 1000}|
|anli_take_the_following_as_truth_r1_score_eval|{'train': 50838, 'validation': 3000, 'test': 3000}|
|anli_take_the_following_as_truth_r2|{'train': 45460, 'validation': 1000, 'test': 1000}|
|anli_take_the_following_as_truth_r2_score_eval|{'train': 136380, 'validation': 3000, 'test': 3000}|
|anli_take_the_following_as_truth_r3|{'train': 100459, 'validation': 1200, 'test': 1200}|
|anli_take_the_following_as_truth_r3_score_eval|{'train': 301377, 'validation': 3600, 'test': 3600}|
|app_reviews_categorize_rating_using_review|{'train': 288065}|
|app_reviews_convert_to_rating|{'train': 288065}|
|app_reviews_convert_to_star_rating|{'train': 288065}|
|app_reviews_generate_review|{'train': 288065}|
|cnn_dailymail_3.0.0_2_or_3_sentences|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_generate_story|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_news_card_view|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_news_stock|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_news_summary|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_spice_up_story|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_sum_in_brief|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_tldr_summary|{'train': 287113, 'validation': 13368, 'test': 11490}|
|cnn_dailymail_3.0.0_write_an_outline|{'train': 287113, 'validation': 13368, 'test': 11490}|
|common_gen_Example_prompt|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_Given_concepts_type_1|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_Given_concepts_type_2|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_Put_together|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_choice_in_concept_centric_sentence_generation|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_random_task_template_prompt|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_sentence_to_concepts|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_topic_to_sentence|{'train': 67389, 'validation': 4018, 'test': 1497}|
|common_gen_topics_from_the_sentence|{'train': 67389, 'validation': 4018, 'test': 1497}|
|cos_e_v1.11_aligned_with_common_sense|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_description_question_option_id|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_description_question_option_text|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_explain_why_human|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_generate_explanation_given_text|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_i_think|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_question_description_option_id|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_question_description_option_text|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_question_option_description_id|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_question_option_description_text|{'train': 9741, 'validation': 1221}|
|cos_e_v1.11_rationale|{'train': 9741, 'validation': 1221}|
|cosmos_qa_context_answer_to_question|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_description_question_answer_id|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_description_question_answer_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_description_question_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_question_description_answer_id|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_question_description_answer_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_context_question_description_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_description_context_question_answer_id|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_description_context_question_answer_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_description_context_question_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_no_prompt_id|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_no_prompt_text|{'train': 25262, 'validation': 2985, 'test': 6963}|
|cosmos_qa_only_question_answer|{'train': 25262, 'validation': 2985, 'test': 6963}|
|dbpedia_14_given_a_choice_of_categories_|{'train': 560000, 'test': 70000}|
|dbpedia_14_given_a_list_of_category_what_does_the_title_belong_to|{'train': 560000, 'test': 70000}|
|dbpedia_14_given_list_what_category_does_the_paragraph_belong_to|{'train': 560000, 'test': 70000}|
|dbpedia_14_pick_one_category_for_the_following_text|{'train': 560000, 'test': 70000}|
|dream_answer_to_dialogue|{'train': 6116, 'validation': 2040, 'test': 2041}|
|dream_baseline|{'train': 6116, 'validation': 2040, 'test': 2041}|
|dream_generate_first_utterance|{'train': 6116, 'validation': 2040, 'test': 2041}|
|dream_generate_last_utterance|{'train': 6116, 'validation': 2040, 'test': 2041}|
|dream_read_the_following_conversation_and_answer_the_question|{'train': 6116, 'validation': 2040, 'test': 2041}|
|duorc_ParaphraseRC_answer_question|{'train': 69524, 'validation': 15591, 'test': 15857}|
|duorc_ParaphraseRC_build_story_around_qa|{'train': 58752, 'validation': 13111, 'test': 13449}|
|duorc_ParaphraseRC_decide_worth_it|{'train': 69524, 'validation': 15591, 'test': 15857}|
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|duorc_SelfRC_title_generation|{'train': 60721, 'validation': 12961, 'test': 12559}|
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|gigaword_first_sentence_title|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_generate_summary_for_this|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_in_a_nutshell|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_make_a_title|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_reverse_writing|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_write_a_title_for_this_sentence|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_write_an_article|{'train': 3803957, 'validation': 189651, 'test': 1951}|
|gigaword_write_its_sentence|{'train': 3803957, 'validation': 189651, 'test': 1951}|
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|glue_mrpc_replace|{'train': 3668, 'validation': 408, 'test': 1725}|
|glue_mrpc_same_thing|{'train': 3668, 'validation': 408, 'test': 1725}|
|glue_mrpc_want_to_know|{'train': 3668, 'validation': 408, 'test': 1725}|
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|glue_qqp_duplicate|{'train': 363846, 'validation': 40430, 'test': 390965}|
|glue_qqp_duplicate_or_not|{'train': 363846, 'validation': 40430, 'test': 390965}|
|glue_qqp_meaning|{'train': 363846, 'validation': 40430, 'test': 390965}|
|glue_qqp_quora|{'train': 363846, 'validation': 40430, 'test': 390965}|
|glue_qqp_same_thing|{'train': 363846, 'validation': 40430, 'test': 390965}|
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|hellaswag_Open_ended_completion|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_Open_ended_start|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_Predict_ending_with_hint|{'train': 39905, 'validation': 10042, 'test': 10003}|
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|hellaswag_Randomized_prompts_template|{'train': 39905, 'validation': 10042, 'test': 10003}|
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|hellaswag_Reversed_appropriate_continuation_Yes_or_No|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_Topic_of_the_context|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_Topic_without_the_ending_answer|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_complete_first_then|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_complete_first_then_score_eval|{'train': 159620, 'validation': 40168, 'test': 40012}|
|hellaswag_how_ends|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_if_begins_how_continues|{'train': 39905, 'validation': 10042, 'test': 10003}|
|hellaswag_if_begins_how_continues_score_eval|{'train': 159620, 'validation': 40168, 'test': 40012}|
|imdb_Movie_Expressed_Sentiment|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Movie_Expressed_Sentiment_2|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Negation_template_for_positive_and_negative|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Reviewer_Enjoyment|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Reviewer_Enjoyment_Yes_No|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Reviewer_Expressed_Sentiment|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Reviewer_Opinion_bad_good_choices|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Reviewer_Sentiment_Feeling|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Sentiment_with_choices_|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Text_Expressed_Sentiment|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|imdb_Writer_Expressed_Sentiment|{'train': 25000, 'test': 25000, 'unsupervised': 50000}|
|kilt_tasks_hotpotqa_combining_facts|{'train': 88869, 'validation': 5600}|
|kilt_tasks_hotpotqa_complex_question|{'train': 88869, 'validation': 5600}|
|kilt_tasks_hotpotqa_final_exam|{'train': 88869, 'validation': 5600}|
|kilt_tasks_hotpotqa_formulate|{'train': 88869, 'validation': 5600}|
|kilt_tasks_hotpotqa_straighforward_qa|{'train': 88869, 'validation': 5600}|
|multi_news_distill|{'train': 44972, 'validation': 5622, 'test': 5622}|
|multi_news_expand_reverse_task_|{'train': 44972, 'validation': 5622, 'test': 5622}|
|multi_news_summarize|{'train': 44972, 'validation': 5622, 'test': 5622}|
|multi_news_summary_scenario|{'train': 44972, 'validation': 5622, 'test': 5622}|
|multi_news_synthesize|{'train': 44972, 'validation': 5622, 'test': 5622}|
|multi_news_what_are_the_key_points|{'train': 44972, 'validation': 5622, 'test': 5622}|
|openbookqa_main_choices|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_choose_an_answer_with_options|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_only_options|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_pick_answer_with_options|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_pick_using_id|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_which_correct|{'train': 4957, 'validation': 500, 'test': 500}|
|openbookqa_main_which_correct_inverse|{'train': 4957, 'validation': 500, 'test': 500}|
|paws_labeled_final_Concatenation|{'train': 49401, 'validation': 8000, 'test': 8000}|
|paws_labeled_final_Concatenation_no_label|{'train': 49401, 'validation': 8000, 'test': 8000}|
|paws_labeled_final_Meaning|{'train': 49401, 'validation': 8000, 'test': 8000}|
|paws_labeled_final_Meaning_no_label|{'train': 49401, 'validation': 8000, 'test': 8000}|
|paws_labeled_final_PAWS_ANLI_GPT3|{'train': 49401, 'validation': 8000, 'test': 8000}|
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|paws_labeled_final_Rewrite|{'train': 49401, 'validation': 8000, 'test': 8000}|
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|paws_labeled_final_context_question|{'train': 49401, 'validation': 8000, 'test': 8000}|
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|piqa_Correct_the_solution_if_false_from_sol_1|{'train': 16113, 'validation': 1838, 'test': 3084}|
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|piqa_no_prompt_needed|{'train': 16113, 'validation': 1838, 'test': 3084}|
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|qasc_qa_with_separated_facts_5|{'train': 8134, 'validation': 926, 'test': 920}|
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|quail_context_description_question_text|{'train': 10246, 'validation': 2164, 'challenge': 556}|
|quail_context_question_answer_description_id|{'train': 10246, 'validation': 2164, 'challenge': 556}|
|quail_context_question_answer_description_text|{'train': 10246, 'validation': 2164, 'challenge': 556}|
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|quail_context_question_description_text|{'train': 10246, 'validation': 2164, 'challenge': 556}|
|quail_description_context_question_answer_id|{'train': 10246, 'validation': 2164, 'challenge': 556}|
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|quail_description_context_question_text|{'train': 10246, 'validation': 2164, 'challenge': 556}|
|quail_no_prompt_id|{'train': 10246, 'validation': 2164, 'challenge': 556}|
|quail_no_prompt_text|{'train': 10246, 'validation': 2164, 'challenge': 556}|
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|quarel_do_not_use|{'train': 1941, 'validation': 278, 'test': 552}|
|quarel_heres_a_story|{'train': 1941, 'validation': 278, 'test': 552}|
|quarel_logic_test|{'train': 1941, 'validation': 278, 'test': 552}|
|quarel_testing_students|{'train': 1941, 'validation': 278, 'test': 552}|
|quartz_answer_question_based_on|{'train': 2696, 'validation': 384, 'test': 784}|
|quartz_answer_question_below|{'train': 2696, 'validation': 384, 'test': 784}|
|quartz_given_the_fact_answer_the_q|{'train': 2696, 'validation': 384, 'test': 784}|
|quartz_having_read_above_passage|{'train': 2696, 'validation': 384, 'test': 784}|
|quartz_paragraph_question_plain_concat|{'train': 2696, 'validation': 384, 'test': 784}|
|quartz_read_passage_below_choose|{'train': 2696, 'validation': 384, 'test': 784}|
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|quartz_use_info_from_question_paragraph|{'train': 2696, 'validation': 384, 'test': 784}|
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|quoref_Answer_Question_Given_Context|{'train': 19399, 'validation': 2418}|
|quoref_Answer_Test|{'train': 19399, 'validation': 2418}|
|quoref_Context_Contains_Answer|{'train': 19399, 'validation': 2418}|
|quoref_Find_Answer|{'train': 19399, 'validation': 2418}|
|quoref_Found_Context_Online|{'train': 19399, 'validation': 2418}|
|quoref_Given_Context_Answer_Question|{'train': 19399, 'validation': 2418}|
|quoref_Guess_Answer|{'train': 19399, 'validation': 2418}|
|quoref_Guess_Title_For_Context|{'train': 19399, 'validation': 2418}|
|quoref_Read_And_Extract_|{'train': 19399, 'validation': 2418}|
|quoref_What_Is_The_Answer|{'train': 19399, 'validation': 2418}|
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|race_high_Select_the_best_answer|{'train': 62445, 'validation': 3451, 'test': 3498}|
|race_high_Select_the_best_answer_generate_span_|{'train': 62445, 'validation': 3451, 'test': 3498}|
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|race_high_Taking_a_test|{'train': 62445, 'validation': 3451, 'test': 3498}|
|race_high_Write_a_multi_choice_question_for_the_following_article|{'train': 62445, 'validation': 3451, 'test': 3498}|
|race_high_Write_a_multi_choice_question_options_given_|{'train': 62445, 'validation': 3451, 'test': 3498}|
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|race_middle_Select_the_best_answer|{'train': 25421, 'validation': 1436, 'test': 1436}|
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|race_middle_Taking_a_test|{'train': 25421, 'validation': 1436, 'test': 1436}|
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|race_middle_Write_a_multi_choice_question_options_given_|{'train': 25421, 'validation': 1436, 'test': 1436}|
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|ropes_background_situation_middle|{'train': 10924, 'validation': 1688}|
|ropes_given_background_situation|{'train': 10924, 'validation': 1688}|
|ropes_new_situation_background_answer|{'train': 10924, 'validation': 1688}|
|ropes_plain_background_situation|{'train': 10924, 'validation': 1688}|
|ropes_plain_bottom_hint|{'train': 10924, 'validation': 1688}|
|ropes_plain_no_background|{'train': 10924, 'validation': 1688}|
|ropes_prompt_beginning|{'train': 10924, 'validation': 1688}|
|ropes_prompt_bottom_hint_beginning|{'train': 10924, 'validation': 1688}|
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|ropes_prompt_mix|{'train': 10924, 'validation': 1688}|
|ropes_read_background_situation|{'train': 10924, 'validation': 1688}|
|rotten_tomatoes_Movie_Expressed_Sentiment|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Movie_Expressed_Sentiment_2|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Reviewer_Enjoyment|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Reviewer_Enjoyment_Yes_No|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Reviewer_Expressed_Sentiment|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Reviewer_Opinion_bad_good_choices|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Reviewer_Sentiment_Feeling|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Sentiment_with_choices_|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Text_Expressed_Sentiment|{'train': 8530, 'validation': 1066, 'test': 1066}|
|rotten_tomatoes_Writer_Expressed_Sentiment|{'train': 8530, 'validation': 1066, 'test': 1066}|
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|samsum_Given_the_above_dialogue_write_a_summary|{'train': 14732, 'validation': 818, 'test': 819}|
|samsum_Sum_up_the_following_dialogue|{'train': 14732, 'validation': 818, 'test': 819}|
|samsum_Summarize_|{'train': 14732, 'validation': 818, 'test': 819}|
|samsum_Summarize_this_dialogue_|{'train': 14732, 'validation': 818, 'test': 819}|
|samsum_To_sum_up_this_dialog|{'train': 14732, 'validation': 818, 'test': 819}|
|samsum_Write_a_dialogue_that_match_this_summary|{'train': 14732, 'validation': 818, 'test': 819}|
|sciq_Direct_Question|{'train': 11679, 'validation': 1000, 'test': 1000}|
|sciq_Direct_Question_Closed_Book_|{'train': 11679, 'validation': 1000, 'test': 1000}|
|sciq_Multiple_Choice|{'train': 11679, 'validation': 1000, 'test': 1000}|
|sciq_Multiple_Choice_Closed_Book_|{'train': 11679, 'validation': 1000, 'test': 1000}|
|sciq_Multiple_Choice_Question_First|{'train': 11679, 'validation': 1000, 'test': 1000}|
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|social_i_qa_Generate_answer|{'train': 33410, 'validation': 1954}|
|social_i_qa_Generate_the_question_from_the_answer|{'train': 33410, 'validation': 1954}|
|social_i_qa_I_was_wondering|{'train': 33410, 'validation': 1954}|
|social_i_qa_Show_choices_and_generate_answer|{'train': 33410, 'validation': 1954}|
|social_i_qa_Show_choices_and_generate_index|{'train': 33410, 'validation': 1954}|
|squad_v2_Jeopardy_with_Context|{'train': 86821, 'validation': 5928}|
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|squad_v2_Questions_with_Context|{'train': 130319, 'validation': 11873}|
|squad_v2_Questions_with_Context_Without_Prompt_Keywords|{'train': 130319, 'validation': 11873}|
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|squad_v2_Questions_with_Context_unanswerable|{'train': 130319, 'validation': 11873}|
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|squad_v2_Topic_Prediction_Question_and_Answer_Pair|{'train': 86821, 'validation': 5928}|
|squad_v2_Trivia|{'train': 86821, 'validation': 5928}|
|squad_v2_Unanwerable_question|{'train': 130319, 'validation': 11873}|
|super_glue_boolq_GPT_3_Style|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_I_wonder_|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_after_reading|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_based_on_the_following_passage|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_based_on_the_previous_passage|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_could_you_tell_me_|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_exam|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_exercise|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_valid_binary|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_boolq_yes_no_question|{'train': 9427, 'validation': 3270, 'test': 3245}|
|super_glue_cb_GPT_3_style|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_GPT_3_style_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_MNLI_crowdsource|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_MNLI_crowdsource_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_always_sometimes_never|{'train': 250, 'validation': 56, 'test': 250}|
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|super_glue_cb_based_on_the_previous_passage_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_can_we_infer|{'train': 250, 'validation': 56, 'test': 250}|
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|super_glue_cb_claim_true_false_inconclusive|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_claim_true_false_inconclusive_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_consider_always_sometimes_never|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_consider_always_sometimes_never_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_does_it_follow_that|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_does_it_follow_that_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_does_this_imply|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_does_this_imply_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_guaranteed_possible_impossible|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_guaranteed_possible_impossible_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_guaranteed_true|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_guaranteed_true_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_justified_in_saying|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_justified_in_saying_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_must_be_true|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_must_be_true_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_should_assume|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_should_assume_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_cb_take_the_following_as_truth|{'train': 250, 'validation': 56, 'test': 250}|
|super_glue_cb_take_the_following_as_truth_score_eval|{'train': 750, 'validation': 168, 'test': 750}|
|super_glue_copa_C1_or_C2_premise_so_because_|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_C1_or_C2_premise_so_because__score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa__As_a_result_C1_or_C2_|{'train': 202, 'validation': 48, 'test': 250}|
|super_glue_copa__As_a_result_C1_or_C2__score_eval|{'train': 404, 'validation': 96, 'test': 500}|
|super_glue_copa__What_could_happen_next_C1_or_C2_|{'train': 202, 'validation': 48, 'test': 250}|
|super_glue_copa__What_could_happen_next_C1_or_C2__score_eval|{'train': 404, 'validation': 96, 'test': 500}|
|super_glue_copa__which_may_be_caused_by|{'train': 198, 'validation': 52, 'test': 250}|
|super_glue_copa__which_may_be_caused_by_score_eval|{'train': 396, 'validation': 104, 'test': 500}|
|super_glue_copa__why_C1_or_C2|{'train': 198, 'validation': 52, 'test': 250}|
|super_glue_copa__why_C1_or_C2_score_eval|{'train': 396, 'validation': 104, 'test': 500}|
|super_glue_copa_best_option|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_best_option_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_cause_effect|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_cause_effect_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_choose|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_choose_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_exercise|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_exercise_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_i_am_hesitating|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_i_am_hesitating_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_more_likely|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_more_likely_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_copa_plausible_alternatives|{'train': 400, 'validation': 100, 'test': 500}|
|super_glue_copa_plausible_alternatives_score_eval|{'train': 800, 'validation': 200, 'test': 1000}|
|super_glue_multirc_I_was_going_to_say_|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_Would_it_be_good_to_answer_|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_confirm|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_correct|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_decide_valid|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_found_this_answer|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_grading|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_is_a_correct_answer_|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_is_the_correct_answer_|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_multirc_paragraph_question_is_it_|{'train': 27243, 'validation': 4848, 'test': 9693}|
|super_glue_record_Add_sentence_after_after_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_Add_sentence_after_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_Can_you_figure_out_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_GPT_3_style_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_GPT_3_style_summary_only_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_GPT_3_style_with_labels_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_GPT_3_style_with_labels_without_hyphens_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_GPT_3_style_without_hyphens_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_In_the_question_above_the_placeholder_stands_for|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_New_highlight_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_News_article_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_Summary_first_continuation_choices_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_What_could_the_placeholder_be_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_Which_one_is_the_placeholder_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_choose_between|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_corrupted|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_exercise|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_pick_one_option|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_the_placeholder_refers_to_|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_record_trying_to_decide|{'train': 100730, 'validation': 10000, 'test': 10000}|
|super_glue_rte_GPT_3_style|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_GPT_3_style_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_MNLI_crowdsource|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_MNLI_crowdsource_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_based_on_the_previous_passage|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_based_on_the_previous_passage_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_can_we_infer|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_can_we_infer_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_does_it_follow_that|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_does_it_follow_that_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_does_this_imply|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_does_this_imply_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_guaranteed_true|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_guaranteed_true_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_justified_in_saying|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_justified_in_saying_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_must_be_true|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_must_be_true_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_rte_should_assume|{'train': 2490, 'validation': 277, 'test': 3000}|
|super_glue_rte_should_assume_score_eval|{'train': 4980, 'validation': 554, 'test': 6000}|
|super_glue_wic_GPT_3_prompt|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_GPT_3_prompt_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_GPT_3_prompt_with_label|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_GPT_3_prompt_with_label_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_affirmation_true_or_false|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_affirmation_true_or_false_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_grammar_homework|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_grammar_homework_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_polysemous|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_polysemous_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_question_context|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_question_context_meaning|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_question_context_meaning_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_question_context_meaning_with_label|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_question_context_meaning_with_label_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_question_context_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_same_sense|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_same_sense_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wic_similar_sense|{'train': 5428, 'validation': 638, 'test': 1400}|
|super_glue_wic_similar_sense_score_eval|{'train': 10856, 'validation': 1276, 'test': 2800}|
|super_glue_wsc.fixed_GPT_3_Style|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_GPT_3_Style_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_I_think_they_mean|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_I_think_they_mean_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_Who_or_what_is_are|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_Who_or_what_is_are_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_by_p_they_mean|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_by_p_they_mean_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_does_p_stand_for|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_does_p_stand_for_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_does_the_pronoun_refer_to|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_does_the_pronoun_refer_to_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_in_other_words|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_in_other_words_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_p_is_are_r|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_p_is_are_r_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_replaced_with|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_replaced_with_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|super_glue_wsc.fixed_the_pronoun_refers_to|{'train': 554, 'validation': 104, 'test': 146}|
|super_glue_wsc.fixed_the_pronoun_refers_to_score_eval|{'train': 1108, 'validation': 208, 'test': 292}|
|trec_fine_grained_ABBR|{'train': 86, 'test': 9}|
|trec_fine_grained_ABBR_context_first|{'train': 86, 'test': 9}|
|trec_fine_grained_DESC|{'train': 1162, 'test': 138}|
|trec_fine_grained_DESC_context_first|{'train': 1162, 'test': 138}|
|trec_fine_grained_ENTY|{'train': 1250, 'test': 94}|
|trec_fine_grained_HUM|{'train': 1223, 'test': 65}|
|trec_fine_grained_HUM_context_first|{'train': 1223, 'test': 65}|
|trec_fine_grained_LOC|{'train': 835, 'test': 81}|
|trec_fine_grained_LOC_context_first|{'train': 835, 'test': 81}|
|trec_fine_grained_NUM|{'train': 896, 'test': 113}|
|trec_fine_grained_NUM_context_first|{'train': 896, 'test': 113}|
|trec_fine_grained_open|{'train': 5452, 'test': 500}|
|trec_fine_grained_open_context_first|{'train': 5452, 'test': 500}|
|trec_pick_the_best_descriptor|{'train': 5452, 'test': 500}|
|trec_trec1|{'train': 5452, 'test': 500}|
|trec_trec2|{'train': 5452, 'test': 500}|
|trec_what_category_best_describe|{'train': 5452, 'test': 500}|
|trec_which_category_best_describes|{'train': 5452, 'test': 500}|
|trivia_qa_unfiltered_first_person_context|{'train': 87622, 'validation': 11313, 'test': 10832}|
|trivia_qa_unfiltered_formal_description|{'train': 87622, 'validation': 11313, 'test': 10832}|
|trivia_qa_unfiltered_guess_question|{'train': 87622, 'validation': 11313}|
|trivia_qa_unfiltered_question_answer|{'train': 87622, 'validation': 11313, 'test': 10832}|
|trivia_qa_unfiltered_question_with_instruction|{'train': 87622, 'validation': 11313, 'test': 10832}|
|web_questions_get_the_answer|{'train': 3778, 'test': 2032}|
|web_questions_potential_correct_answer|{'train': 3778, 'test': 2032}|
|web_questions_question_answer|{'train': 3778, 'test': 2032}|
|web_questions_short_general_knowledge_q|{'train': 3778, 'test': 2032}|
|web_questions_whats_the_answer|{'train': 3778, 'test': 2032}|
|wiki_bio_comprehension|{'train': 582639, 'test': 72829, 'val': 72831}|
|wiki_bio_guess_person|{'train': 582639, 'test': 72829, 'val': 72831}|
|wiki_bio_key_content|{'train': 582639, 'test': 72829, 'val': 72831}|
|wiki_bio_what_content|{'train': 582639, 'test': 72829, 'val': 72831}|
|wiki_bio_who|{'train': 582639, 'test': 72829, 'val': 72831}|
|wiki_hop_original_choose_best_object_affirmative_1|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_choose_best_object_affirmative_2|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_choose_best_object_affirmative_3|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_choose_best_object_interrogative_1|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_choose_best_object_interrogative_2|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_explain_relation|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_generate_object|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_generate_subject|{'train': 43738, 'validation': 5129}|
|wiki_hop_original_generate_subject_and_object|{'train': 43738, 'validation': 5129}|
|wiki_qa_Decide_good_answer|{'train': 20360, 'validation': 2733, 'test': 6165}|
|wiki_qa_Direct_Answer_to_Question|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_Generate_Question_from_Topic|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_Is_This_True_|{'train': 20360, 'validation': 2733, 'test': 6165}|
|wiki_qa_Jeopardy_style|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_Topic_Prediction_Answer_Only|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_Topic_Prediction_Question_Only|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_Topic_Prediction_Question_and_Answer_Pair|{'train': 1040, 'validation': 140, 'test': 293}|
|wiki_qa_automatic_system|{'train': 20360, 'validation': 2733, 'test': 6165}|
|wiki_qa_exercise|{'train': 20360, 'validation': 2733, 'test': 6165}|
|wiki_qa_found_on_google|{'train': 20360, 'validation': 2733, 'test': 6165}|
|winogrande_winogrande_debiased_Replace|{'train': 9248, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_debiased_Replace_score_eval|{'train': 18496, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_debiased_does_underscore_refer_to|{'train': 9248, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_debiased_does_underscore_refer_to_score_eval|{'train': 18496, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_debiased_fill_in_the_blank|{'train': 9248, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_debiased_fill_in_the_blank_score_eval|{'train': 18496, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_debiased_stand_for|{'train': 9248, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_debiased_stand_for_score_eval|{'train': 18496, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_debiased_underscore_refer_to|{'train': 9248, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_debiased_underscore_refer_to_score_eval|{'train': 18496, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_xl_Replace|{'train': 40398, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_xl_Replace_score_eval|{'train': 80796, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_xl_does_underscore_refer_to|{'train': 40398, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_xl_does_underscore_refer_to_score_eval|{'train': 80796, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_xl_fill_in_the_blank|{'train': 40398, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_xl_fill_in_the_blank_score_eval|{'train': 80796, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_xl_stand_for|{'train': 40398, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_xl_stand_for_score_eval|{'train': 80796, 'validation': 2534, 'test': 3534}|
|winogrande_winogrande_xl_underscore_refer_to|{'train': 40398, 'validation': 1267, 'test': 1767}|
|winogrande_winogrande_xl_underscore_refer_to_score_eval|{'train': 80796, 'validation': 2534, 'test': 3534}|
|wiqa_does_the_supposed_perturbation_have_an_effect|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_effect_with_label_answer|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_effect_with_string_answer|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_what_is_the_final_step_of_the_following_process|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_what_is_the_missing_first_step|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_what_might_be_the_first_step_of_the_process|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_what_might_be_the_last_step_of_the_process|{'train': 29808, 'validation': 6894, 'test': 3003}|
|wiqa_which_of_the_following_is_the_supposed_perturbation|{'train': 29808, 'validation': 6894, 'test': 3003}|
|xsum_DOC_boils_down_to_simple_idea_that|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_DOC_given_above_write_one_sentence|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_DOC_how_would_you_rephrase_few_words|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_DOC_tldr|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_DOC_write_summary_of_above|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_article_DOC_summary|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_college_roommate_asked_DOC_so_I_recap|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_read_below_DOC_write_abstract|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_summarize_DOC|{'train': 204045, 'validation': 11332, 'test': 11334}|
|xsum_summarize_this_DOC_summary|{'train': 204045, 'validation': 11332, 'test': 11334}|
|yelp_review_full_based_on_that|{'train': 650000, 'test': 50000}|
|yelp_review_full_format_rating|{'train': 650000, 'test': 50000}|
|yelp_review_full_format_score|{'train': 650000, 'test': 50000}|
|yelp_review_full_format_star|{'train': 650000, 'test': 50000}|
|yelp_review_full_on_a_scale|{'train': 650000, 'test': 50000}|
|yelp_review_full_so_i_would|{'train': 650000, 'test': 50000}|
|yelp_review_full_this_place|{'train': 650000, 'test': 50000}|

## Dataset Creation

### Curation Rationale

The Public Pool of Prompts relies on the Hugging Face Dataset library. Any public dataset in the Datasets library can be prompted. We select the datasets that have at least one subset in English and excluded datasets containing (predominantly) non-natural language examples.

We conservatively decided not to prompt datasets that contain potentially harmful content (for instance, datasets built on social media content). However, we sometimes prompt datasets that are purposefully built to measure bias and fairness of trained models, and reserve these prompted datasets (the validation or test sets) for evaluation purposes.

### Source Data

Here's the full list of the datasets present in the materialized version of P3:
- Multiple-Choice QA
  - CommonsenseQA
  - DREAM
  - QUAIL
  - QuaRTz
  - Social IQA
  - WiQA
  - Cosmos
  - QASC
  - Quarel
  - SciQ
  - Wiki Hop
  - ARC
  - OpenBookQA
  - MultiRC
  - PIQA
  - RACE
  - HellaSwag
  - BoolQ
- Extractive QA
  - Adversarial QA
  - Quoref
  - DuoRC
  - ROPES
  - SQuAD v2
  - ReCoRD
- Close-book QA
  - Hotpot QA
  - Wiki QA
  - Trivia QA
  - Web Questions
- Structure-to-text
  - Common Gen
  - Wiki Bio
- Sentiment
  - Amazon
  - App Reviews
  - IMDB
  - Rotten Tomatoes
  - Yelp
- Summarization
  - CNN Daily Mail
  - Gigaword
  - MultiNews
  - SamSum
  - XSum
- Topic Classification
  - AG News
  - DBPedia
  - TREC
- Paraphrase Identification
  - MRPC
  - PAWS
  - QQP
- Natural Language Inference
  - ANLI
  - CB
  - RTE
- Coreference Resolution
  - WSC
  - Winogrande
- Word Sense disambiguation
  - WiC
- Sentence Completion
  - COPA
  - HellaSwag
  - Story Cloze

### Annotations

The prompts available in Promptsource are collected as part of BigScience, one-year long research workshop on large multilingual models and datasets. 36 contributors affiliated with 24 institutions in 8 countries participated to the prompt collection. Contributors are in majority machine learning researchers or machine learning engineers.

The main annotation guideline was that prompts needed to be grammatical and understandable by a native English speaker with no prior experience of the tasks. Additionally, prompts that required explicit counting or numerical indexing were removed in favor of natural language variants, e.g., instead of predicting indices of a span to extract (e.g. in extractive question answering), the model was expected to copy the span's text instead. With these minimal constraints, prompt writers were encouraged to use both formal and creative prompts and various orderings of the data. Most of the prompts correspond directly to a version of the original proposed task, although we also allowed prompts that permuted the original task (for instance, generating a document from its summary) or allowed for ambiguous output (for instance, not indicating a list of available choices).

The full annotation given to the contributors can be found [here](https://github.com/bigscience-workshop/promptsource/blob/main/CONTRIBUTING.md). *Note to self: the link is currently being updated with the)

## Additional Information

### Licensing Information

The dataset is released under Apache 2.0.

### Citation Information

```bibtex
TODO
```

### Contributions

Thanks to the contributors of [promptsource](https://github.com/bigscience-workshop/promptsource/graphs/contributors) for adding this dataset.