Text · dataset · 2022
summarisation feedback
Listed in Hugging Face Datasets
Description
Human feedback data This is the version of the dataset used in arxiv.org/abs/2310.06452. If starting a new project we would recommend using huggingface.co/datasets/openai/summarize_from_feedback. See github.com/openai/summarize-from-feedback for original details of the dataset.
Here the data is formatted to enable huggingface transformers sequence classification models to be trained as reward functions.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/UCL-DARK/openai-tldr-summarisation-preferences ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2310.06452 arxiv.org/abs/2310.06452 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/UCL-DARK/openai-tldr-summarisation-preferences ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text classification
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | UCL-DARK/openai-tldr-summarisation-preferences | 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[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 |