Datasets:
Download stats.json from M2L-Lab/Novelty-Reviewer-Dataset: direct link, hf CLI and curl.
- Browser
- Download file 2.58 kB
-
https://huggingface.co/datasets/M2L-Lab/Novelty-Reviewer-Dataset/resolve/main/stats.json
- Command line
-
hf download hf://datasets/M2L-Lab/Novelty-Reviewer-Dataset/stats.json
-
curl -L -o stats.json https://huggingface.co/datasets/M2L-Lab/Novelty-Reviewer-Dataset/resolve/main/stats.json
2.58 kB
| { | |
| "num_papers": 37899, | |
| "num_reviews": 102021, | |
| "papers_per_split": { | |
| "train": 31411, | |
| "test": 6488 | |
| }, | |
| "papers_per_venue_year": { | |
| "ICLR 2022": 2420, | |
| "ICLR 2023": 3431, | |
| "ICLR 2024": 6644, | |
| "ICLR 2025": 10474, | |
| "NeurIPS 2022": 2543, | |
| "NeurIPS 2023": 3108, | |
| "NeurIPS 2024": 3819, | |
| "NeurIPS 2025": 5460 | |
| }, | |
| "reviews_per_venue_year": { | |
| "ICLR 2022": 6056, | |
| "ICLR 2023": 7908, | |
| "ICLR 2024": 16102, | |
| "ICLR 2025": 26842, | |
| "NeurIPS 2022": 5587, | |
| "NeurIPS 2023": 8131, | |
| "NeurIPS 2024": 9347, | |
| "NeurIPS 2025": 22048 | |
| }, | |
| "reviews_per_paper": { | |
| "1": 6778, | |
| "2": 10294, | |
| "3": 9986, | |
| "4": 9563, | |
| "5": 1229, | |
| "6": 43, | |
| "7": 6 | |
| }, | |
| "eval_subset_size": 500, | |
| "novelty_score_by_split": { | |
| "test": { | |
| "-1": 583, | |
| "0": 1499, | |
| "1": 4121, | |
| "2": 285 | |
| }, | |
| "train": { | |
| "-1": 2341, | |
| "0": 6107, | |
| "1": 20056, | |
| "2": 2898 | |
| } | |
| }, | |
| "novelty_score_distribution": { | |
| "-1": 2924, | |
| "0": 7606, | |
| "1": 24177, | |
| "2": 3183 | |
| }, | |
| "novelty_score_missing": 9, | |
| "novelty_score_missing_ids": [ | |
| "BZ0igCEeoU", | |
| "BtPg90UEbw", | |
| "NCzNOKjKnD", | |
| "SfuH4dShOA", | |
| "ZsySJqavh3", | |
| "pKqLOmF3Lf", | |
| "phWwTrrJFv", | |
| "uNqTxj5brQ", | |
| "wCbOKbZ7kf" | |
| ], | |
| "novelty_summary_without_justification": 625, | |
| "novelty_extraction_parse_status": { | |
| "ok": 30655, | |
| "not_extracted": 5460, | |
| "repaired": 1345, | |
| "repaired_truncated": 200, | |
| "failed": 121, | |
| "recovered_heuristic": 118 | |
| }, | |
| "papers_with_no_novelty_excerpts": 5582, | |
| "mean_novelty_excerpts_per_paper": 5.49, | |
| "reviews_missing_rating": 22048, | |
| "reviews_missing_confidence": 22048, | |
| "titles_missing": 0, | |
| "abstracts_missing": 0, | |
| "title_from_openreview": 37897, | |
| "title_from_paper_text": 2, | |
| "abstract_from_openreview": 37897, | |
| "abstract_from_paper_text": 2, | |
| "papers_with_author_list": 37897, | |
| "redactions": { | |
| "abstract/author_name": 1, | |
| "abstract/url": 5803, | |
| "baseline_reviews/author_name": 50, | |
| "novelty_excerpts/author_name": 13, | |
| "novelty_excerpts/url": 2, | |
| "novelty_extraction_raw/author_name": 13, | |
| "novelty_extraction_raw/url": 2, | |
| "novelty_score_justification/author_name": 1, | |
| "novelty_summary/author_name": 1, | |
| "reviews/author_name": 1335, | |
| "reviews/url": 76 | |
| }, | |
| "papers_with_redactions": 6132, | |
| "baseline_reviews": { | |
| "num_rows": 2000, | |
| "models": [ | |
| "Llama-OpenReviewer-8B", | |
| "Llama-3.1-70B-Instruct", | |
| "Llama-3.1-8B-Instruct", | |
| "gpt-4o-2024-11-20", | |
| "claude-3.5-sonnet" | |
| ], | |
| "empty": 0 | |
| } | |
| } |