Text · dataset · 2022
common_gen
Listed in Hugging Face Datasets
CommonGen is a constrained text generation task, associated with a benchmark dataset, to explicitly test machines for the ability of generative commonsense reasoning.
Description
Given a set of common concepts; the task is to generate a coherent sentence describing an everyday scenario using these concepts.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/GEM/common_gen ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1911.03705 arxiv.org/abs/1911.03705 ↗
publication · from Hugging Face
- arXiv:1910.13461 arxiv.org/abs/1910.13461 ↗
publication · from Hugging Face
- arXiv:2009.12677 arxiv.org/abs/2009.12677 ↗
publication · from Hugging Face
- arXiv:2012.00366 arxiv.org/abs/2012.00366 ↗
publication · from Hugging Face
- arXiv:1910.10683 arxiv.org/abs/1910.10683 ↗
publication · from Hugging Face
- arXiv:2006.08315 arxiv.org/abs/2006.08315 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/GEM/common_gen ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | GEM/common_gen | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| 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[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:other | 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 |