Datasets:
Tasks:
Text Classification
Sub-tasks:
multi-class-classification
Languages:
English
Size:
10K<n<100K
License:
| annotations_creators: | |
| - found | |
| language_creators: | |
| - found | |
| language: | |
| - en | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| - 1K<n<10K | |
| - n<1K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - multi-class-classification | |
| paperswithcode_id: null | |
| pretty_name: pragmeval | |
| configs: | |
| - emergent | |
| - emobank-arousal | |
| - emobank-dominance | |
| - emobank-valence | |
| - gum | |
| - mrda | |
| - pdtb | |
| - persuasiveness-claimtype | |
| - persuasiveness-eloquence | |
| - persuasiveness-premisetype | |
| - persuasiveness-relevance | |
| - persuasiveness-specificity | |
| - persuasiveness-strength | |
| - sarcasm | |
| - squinky-formality | |
| - squinky-implicature | |
| - squinky-informativeness | |
| - stac | |
| - switchboard | |
| - verifiability | |
| dataset_info: | |
| - config_name: verifiability | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: experiential | |
| 1: unverifiable | |
| 2: non-experiential | |
| - name: idx | |
| dtype: int32 | |
| splits: | |
| - name: train | |
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| num_examples: 5712 | |
| - name: validation | |
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| num_examples: 634 | |
| - name: test | |
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| num_examples: 2424 | |
| download_size: 5330724 | |
| dataset_size: 909534 | |
| - config_name: emobank-arousal | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: low | |
| 1: high | |
| - name: idx | |
| dtype: int32 | |
| splits: | |
| - name: train | |
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| num_examples: 5470 | |
| - name: validation | |
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| num_examples: 684 | |
| - name: test | |
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| num_examples: 683 | |
| download_size: 5330724 | |
| dataset_size: 708157 | |
| - config_name: switchboard | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: Response Acknowledgement | |
| 1: Uninterpretable | |
| 2: Or-Clause | |
| 3: Reject | |
| 4: Statement-non-opinion | |
| 5: 3rd-party-talk | |
| 6: Repeat-phrase | |
| 7: Hold Before Answer/Agreement | |
| 8: Signal-non-understanding | |
| 9: Offers, Options Commits | |
| 10: Agree/Accept | |
| 11: Dispreferred Answers | |
| 12: Hedge | |
| 13: Action-directive | |
| 14: Tag-Question | |
| 15: Self-talk | |
| 16: Yes-No-Question | |
| 17: Rhetorical-Question | |
| 18: No Answers | |
| 19: Open-Question | |
| 20: Conventional-closing | |
| 21: Other Answers | |
| 22: Acknowledge (Backchannel) | |
| 23: Wh-Question | |
| 24: Declarative Wh-Question | |
| 25: Thanking | |
| 26: Yes Answers | |
| 27: Affirmative Non-yes Answers | |
| 28: Declarative Yes-No-Question | |
| 29: Backchannel in Question Form | |
| 30: Apology | |
| 31: Downplayer | |
| 32: Conventional-opening | |
| 33: Collaborative Completion | |
| 34: Summarize/Reformulate | |
| 35: Negative Non-no Answers | |
| 36: Statement-opinion | |
| 37: Appreciation | |
| 38: Other | |
| 39: Quotation | |
| 40: Maybe/Accept-part | |
| - name: idx | |
| dtype: int32 | |
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| - name: train | |
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| num_examples: 18930 | |
| - name: validation | |
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| num_examples: 2113 | |
| - name: test | |
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| num_examples: 649 | |
| download_size: 5330724 | |
| dataset_size: 1171291 | |
| - config_name: persuasiveness-eloquence | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: low | |
| 1: high | |
| - name: idx | |
| dtype: int32 | |
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| - name: validation | |
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| - name: test | |
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| num_examples: 90 | |
| download_size: 5330724 | |
| dataset_size: 191701 | |
| - config_name: mrda | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: Declarative-Question | |
| 1: Statement | |
| 2: Reject | |
| 3: Or-Clause | |
| 4: 3rd-party-talk | |
| 5: Continuer | |
| 6: Hold Before Answer/Agreement | |
| 7: Assessment/Appreciation | |
| 8: Signal-non-understanding | |
| 9: Floor Holder | |
| 10: Sympathy | |
| 11: Dispreferred Answers | |
| 12: Reformulate/Summarize | |
| 13: Exclamation | |
| 14: Interrupted/Abandoned/Uninterpretable | |
| 15: Expansions of y/n Answers | |
| 16: Action-directive | |
| 17: Tag-Question | |
| 18: Accept | |
| 19: Rhetorical-question Continue | |
| 20: Self-talk | |
| 21: Rhetorical-Question | |
| 22: Yes-No-question | |
| 23: Open-Question | |
| 24: Rising Tone | |
| 25: Other Answers | |
| 26: Commit | |
| 27: Wh-Question | |
| 28: Repeat | |
| 29: Follow Me | |
| 30: Thanking | |
| 31: Offer | |
| 32: About-task | |
| 33: Reject-part | |
| 34: Affirmative Non-yes Answers | |
| 35: Apology | |
| 36: Downplayer | |
| 37: Humorous Material | |
| 38: Accept-part | |
| 39: Collaborative Completion | |
| 40: Mimic Other | |
| 41: Understanding Check | |
| 42: Misspeak Self-Correction | |
| 43: Or-Question | |
| 44: Topic Change | |
| 45: Negative Non-no Answers | |
| 46: Floor Grabber | |
| 47: Correct-misspeaking | |
| 48: Maybe | |
| 49: Acknowledge-answer | |
| 50: Defending/Explanation | |
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| dtype: int32 | |
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| - name: validation | |
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| - name: test | |
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| download_size: 5330724 | |
| dataset_size: 1495523 | |
| - config_name: gum | |
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| 1: evaluation | |
| 2: circumstance | |
| 3: solutionhood | |
| 4: justify | |
| 5: result | |
| 6: evidence | |
| 7: purpose | |
| 8: concession | |
| 9: elaboration | |
| 10: background | |
| 11: condition | |
| 12: cause | |
| 13: restatement | |
| 14: motivation | |
| 15: antithesis | |
| 16: no_relation | |
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| - name: validation | |
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| - name: test | |
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| num_examples: 248 | |
| download_size: 5330724 | |
| dataset_size: 346140 | |
| - config_name: emergent | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
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| - name: label | |
| dtype: | |
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| 1: for | |
| 2: against | |
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| - name: validation | |
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| - name: test | |
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| num_examples: 259 | |
| download_size: 5330724 | |
| dataset_size: 391047 | |
| - config_name: persuasiveness-relevance | |
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| - config_name: persuasiveness-specificity | |
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| - config_name: persuasiveness-strength | |
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| - config_name: emobank-dominance | |
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| - name: validation | |
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| - name: test | |
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| - config_name: squinky-implicature | |
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| - name: sentence | |
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| - name: test | |
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| - config_name: sarcasm | |
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| - name: sentence2 | |
| dtype: string | |
| - name: label | |
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| 1: sarc | |
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| - name: validation | |
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| - config_name: squinky-formality | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
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| - name: test | |
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| - config_name: stac | |
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| dtype: | |
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| names: | |
| 0: Comment | |
| 1: Contrast | |
| 2: Q_Elab | |
| 3: Parallel | |
| 4: Explanation | |
| 5: Narration | |
| 6: Continuation | |
| 7: Result | |
| 8: Acknowledgement | |
| 9: Alternation | |
| 10: Question_answer_pair | |
| 11: Correction | |
| 12: Clarification_question | |
| 13: Conditional | |
| 14: Sequence | |
| 15: Elaboration | |
| 16: Background | |
| 17: no_relation | |
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| - name: test | |
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| dataset_size: 787820 | |
| - config_name: pdtb | |
| features: | |
| - name: sentence1 | |
| dtype: string | |
| - name: sentence2 | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: Synchrony | |
| 1: Contrast | |
| 2: Asynchronous | |
| 3: Conjunction | |
| 4: List | |
| 5: Condition | |
| 6: Pragmatic concession | |
| 7: Restatement | |
| 8: Pragmatic cause | |
| 9: Alternative | |
| 10: Pragmatic condition | |
| 11: Pragmatic contrast | |
| 12: Instantiation | |
| 13: Exception | |
| 14: Cause | |
| 15: Concession | |
| - name: idx | |
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| - name: train | |
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| - name: validation | |
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| - name: test | |
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| dataset_size: 3481486 | |
| - config_name: persuasiveness-premisetype | |
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| - name: sentence2 | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
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| 0: testimony | |
| 1: warrant | |
| 2: invented_instance | |
| 3: common_knowledge | |
| 4: statistics | |
| 5: analogy | |
| 6: definition | |
| 7: real_example | |
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| - name: test | |
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| dataset_size: 152946 | |
| - config_name: squinky-informativeness | |
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| - name: validation | |
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| - name: test | |
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| dataset_size: 582174 | |
| - config_name: persuasiveness-claimtype | |
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| - name: sentence2 | |
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| - name: label | |
| dtype: | |
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| 0: Value | |
| 1: Fact | |
| 2: Policy | |
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| - name: validation | |
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| - name: test | |
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| download_size: 5330724 | |
| dataset_size: 38779 | |
| - config_name: emobank-valence | |
| features: | |
| - name: sentence | |
| dtype: string | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| 0: low | |
| 1: high | |
| - name: idx | |
| dtype: int32 | |
| splits: | |
| - name: train | |
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| - name: validation | |
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| - name: test | |
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| num_examples: 643 | |
| download_size: 5330724 | |
| dataset_size: 668639 | |
| # Dataset Card for pragmeval | |
| ## 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) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage:** | |
| - **Repository:** | |
| - **Paper:** | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| [More Information Needed] | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| [More Information Needed] | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| [More Information Needed] | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| [More Information Needed] | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed] | |
| #### Who are the annotators? | |
| [More Information Needed] | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| [More Information Needed] | |
| ### Contributions | |
| Thanks to [@sileod](https://github.com/sileod) for adding this dataset. |