| { | |
| "eval_version": "v2.0", | |
| "method": "cross-survey-authority", | |
| "description": "Papers with \u226530 in-corpus references used as survey proxies. Labels based on how many surveys cite each paper (authority signal). Hard negatives are papers cited by OTHER surveys but not this one.", | |
| "data_source": "siddhm11/researchit-reranker-data/citations/citations.parquet", | |
| "num_surveys": 500, | |
| "num_eval_surveys": 14, | |
| "num_train_surveys": 486, | |
| "total_rows": 60574, | |
| "hard_negatives_per_query": 30, | |
| "min_references": 30, | |
| "label_scheme": { | |
| "4": "Essential (\u226510 surveys cite this paper)", | |
| "3": "Relevant (\u22655 surveys cite this paper)", | |
| "2": "Useful (\u22652 surveys cite this paper)", | |
| "1": "Niche (only 1 survey cites this paper)", | |
| "0": "Hard negative (cited by other surveys, NOT this one)" | |
| }, | |
| "label_distribution": { | |
| "2": 14664, | |
| "1": 24112, | |
| "3": 4085, | |
| "4": 2713, | |
| "0": 15000 | |
| } | |
| } |