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Description
Over 120,000 reviews for research papers crawled from the OpenReview platform, covering conferences such as ICML, NeurIPS, ICLR, and CVPR. The dataset includes paper metadata, review content, and rating information. It was uploaded by author guochenmeinian and last updated on March 17, 2025.
Use Cases
Analyze review sentiment and scoring patterns based on the rating and confidence scores mentioned in the description.
Train models for automatic paper-review matching based on the paper metadata and review content.
Study temporal trends in conference submissions and acceptance based on the year and conference fields.
Build datasets for meta-review generation based on the provided official review and meta review text.
Strengths
Contains 120,818 total reviews, providing a substantial corpus for analysis.
Includes data from several top-tier AI/ML conferences (ICML, NeurIPS, ICLR, CVPR).
Captures structured review elements like rating scores and confidence scores.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count and temporal coverage for the papers are unknown, which may limit suitability assessment.
Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
Source
OpenReview platform
Collection Method
Crawled from OpenReview
Freshness
Last updated 2025-03-17 16:55:42; freshness should be verified.
License is unknown; terms of use should be verified before application.