Text · dataset · 2022
WANLI
Listed in Hugging Face Datasets
Dataset Card for WANLI Dataset
Description
Summary
WANLI (Worker-AI Collaboration for NLI) is a collection of 108K English sentence pairs for the task of natural language inference (NLI). Each example is created by first identifying a "pocket" of examples in MultiNLI (Williams et al., 2018) that share a challenging reasoning pattern, then instructing GPT-3 to write a new example with the same pattern. The set of generated examples are automatically filtered to contain those most… See the full description on the dataset page: huggingface.co/datasets/alisawuffles/WANLI.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/alisawuffles/WANLI ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2201.05955 arxiv.org/abs/2201.05955 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/alisawuffles/WANLI ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
- Inferred from text
- Artificial intelligence 71%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | alisawuffles/WANLI | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |