# snli by Stanford NLP: AI Training Dataset Source: https://savrn.com/datasets/snli Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Dataset Card By Stanford NLP, published under cc-by-sa-4.0, revision cdb5c3d5eed6. ### Dataset Card for SNLI ### 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: https://nlp.stanford.edu/projects/snli/ - Repository: [More Information Needed] - Paper: https://aclanthology.org/D15-1075/ - Paper: https://arxiv.org/abs/1508.05326 - Leaderboard: https://nlp.stanford.edu/projects/snli/ - Point of Contact: Samuel Bowman - Point of Contact: Gabor Angeli - Point of Contact: Chris Manning #### Dataset Summary The SNLI corpus (version 1.0) is a collection of 570k human-written English sentence pairs manually labeled for balanced classification with the labels entailment, contradiction, and neutral, supporting the task of natural language inference (NLI), also known as recognizing textual entailment (RTE). #### Supported Tasks and Leaderboards [Read the full dataset card (1,826 words)](https://savrn.com/datasets/snli/card) ## Structure ### plain_text 570,152 rows | Split | Rows | Size | | --- | --- | --- | | test | 10,000 | 1.3 MB | | validation | 10,000 | 1.3 MB | | train | 550,152 | 68.1 MB | premisestringhypothesisstringlabelClassLabel ## Details Repository stanfordnlp/snli Publisher Stanford NLP Task category Text classification Tags Not stated by the source Size category 100K