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---
license: cc-by-sa-4.0
task_categories:
- text-classification
language:
- en
- pl
pretty_name: Natural Language Inference datasets
size_categories:
- 1K<n<10K
---
# Natural Language Inference datasets
## 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:**
- **Point of Contact:** arkadiusz.janz@pwr.edu.pl
### Dataset Summary
Collection of sentence pairs annotated for the Natural Language Inference (NLI) task.
It consists of 2 distinct datasets:
- SNLI
- WNLI
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
Polish language, PL
English language, EN
## Dataset Structure
### Data Instances
Data are structured in JSONL format, each sample consists of sentence pair with a label.
```
{
"id": 0,
"sentence_1": "The tourist is wandering on the beach.",
"sentence_2": "The tourist crosses the forest stream.",
"label": "contradiction"
}
```
### Data Fields
Description of json keys:
- `id`: identifier of the sentence pair
- `sentence_1`: first sentence
- `sentence_2`: second sentence
- `label`: NLI annotation
- `origin_label`: original annotation for Stanford NLI data (only in SNLI config)
### Data Splits
We do not specify an exact data split for training and evaluation.
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection, Normalization and Post-processing
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
- professional linguists (mention all people involved)
### Personal and Sensitive Information
The datasets do not contain any personal or sensitive information.
## Considerations for Using the Data
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
Arkadiusz Janz (arkadiusz.janz@pwr.edu.pl)
### Licensing Information
SNLI [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)
WNLI [CC-BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/)
### Citation Information
[More Information Needed]
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