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Natural Language Inference datasets
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 pairsentence_1: first sentencesentence_2: second sentencelabel: NLI annotationorigin_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
WNLI CC-BY-SA 4.0
Citation Information
[More Information Needed]
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