Papers › MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level...
MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction
Jingye Li, Kang Xu, Fei Li, Hao Fei, Yafeng Ren, Donghong Ji
Code
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Tasks
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Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Relation Extraction | DocRED | MRN+BERT | F1 | 61.74 | #20 of 62 | Archive leaderboard | report |
| Relation Extraction | DocRED | MRN+BERT | Ign F1 | 59.52 | #20 of 62 | Archive leaderboard | report |
| Relation Extraction | DocRED | MRN | F1 | 58.46 | #43 of 62 | Archive leaderboard | report |
| Relation Extraction | DocRED | MRN | Ign F1 | 56.19 | #43 of 62 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
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