README.md

metadata

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 Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage:
• Repository:
• Paper:
• Point of Contact: [email protected]

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 ([email protected])

Licensing Information

SNLI CC-BY-SA 4.0
WNLI CC-BY-SA 4.0

Citation Information

[More Information Needed]