Dataset research report
Snli research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Dataset Card for SNLI 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 Natural Language Inference (NLI), also known as Recognizing Textual Entailment (RTE), is the… See the full description on the dataset page: https://huggingface.co/datasets/stanfordnlp/snli.
Research Context
Snli: 500 rows by 3 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | premisetext | hypothesistext | labelinteger |
|---|---|---|---|
| 1 | A person on a horse jumps over a broken down airplane. | A person is training his horse for a competition. | 1 |
| 2 | A person on a horse jumps over a broken down airplane. | A person is at a diner, ordering an omelette. | 2 |
| 3 | A person on a horse jumps over a broken down airplane. | A person is outdoors, on a horse. | 0 |
| 4 | Children smiling and waving at camera | They are smiling at their parents | 1 |
| 5 | Children smiling and waving at camera | There are children present | 0 |
| 6 | Children smiling and waving at camera | The kids are frowning | 2 |
Data Dictionary
- premise text
- hypothesis text
- label numeric
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.