Data · dataset · 2022
chenz16/curriculum_benchmark
Listed in Hugging Face Datasets
We introduce Curriculum as a new format of NLI benchmark for evaluation of broad-coverage linguistic phenomena.
Description
Curriculum contains a collection of datasets that covers 36 types of major linguistic phenomena and an evaluation procedure for diagnosing how well a language model captures reasoning skills for distinct types of linguistic phenomena. We show that this linguistic-phenomena-driven benchmark can serve as an effective tool for diagnosing model behavior and verifying model learning quality.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/chenz16/curriculum_benchmark ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/chenz16/curriculum_benchmark ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Natural language processing 78%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | chenz16/curriculum_benchmark | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:field:460208 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (78%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |