metadata
license: apache-2.0
task_categories:
- summarization
- question-answering
- text2text-generation
language:
- en
OpenReview Conference Papers with Reviews
Dataset Overview
This dataset contains research papers and reviews crawled from OpenReview, covering top conferences such as ICML, NeurIPS, ICLR, and CVPR. The dataset includes:
- Paper metadata (title, conference, year, PDF URL)
- Review content (official review, meta review, official comment)
- Rating information (rating score, confidence score)
Dataset Statistics
| Metric | Value |
|---|---|
| Total Reviews | 120,818 |
| Time Span | 2023 - 2024 |
| Last Updated | 2025-03-12 00:52:07 |
Data Structure
Raw Data Format
Each conference directory contains a paper_reviews.json file with the following structure:
{
"paper_id": "unique_paper_identifier",
"title": "Paper Title",
"conference": "Conference Name",
"year": 2023,
"pdf_url": "PDF URL",
"reviews": [
{
"content_title": "The paper uses a lightweight LoRA to extract scene intrinsics from various generative model",
"rating": 7,
"confidence": 4,
"recommendation": "No recommendation",
"review_type": "official_review",
"review_text": "******"
},
{...},
{...},
...
]
}