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--- |
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license: cc-by-sa-4.0 |
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task_categories: |
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- text-classification |
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language: |
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- en |
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- pl |
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pretty_name: Natural Language Inference datasets |
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size_categories: |
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- 1K<n<10K |
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--- |
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# Natural Language Inference datasets |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** |
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- **Repository:** |
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- **Paper:** |
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- **Point of Contact:** [email protected] |
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### Dataset Summary |
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Collection of sentence pairs annotated for the Natural Language Inference (NLI) task. |
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It consists of 2 distinct datasets: |
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- SNLI |
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- WNLI |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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Polish language, PL |
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English language, EN |
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## Dataset Structure |
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### Data Instances |
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Data are structured in JSONL format, each sample consists of sentence pair with a label. |
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``` |
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{ |
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"id": 0, |
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"sentence_1": "The tourist is wandering on the beach.", |
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"sentence_2": "The tourist crosses the forest stream.", |
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"label": "contradiction" |
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} |
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``` |
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### Data Fields |
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Description of json keys: |
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- `id`: identifier of the sentence pair |
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- `sentence_1`: first sentence |
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- `sentence_2`: second sentence |
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- `label`: NLI annotation |
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- `origin_label`: original annotation for Stanford NLI data (only in SNLI config) |
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### Data Splits |
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We do not specify an exact data split for training and evaluation. |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection, Normalization and Post-processing |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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- professional linguists (mention all people involved) |
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### Personal and Sensitive Information |
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The datasets do not contain any personal or sensitive information. |
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## Considerations for Using the Data |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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Arkadiusz Janz ([email protected]) |
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### Licensing Information |
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SNLI [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) |
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WNLI [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) |
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### Citation Information |
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[More Information Needed] |
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