Datasets › TACRED-Revisited
TACRED-Revisited
The TACRED-Revisited dataset improves the crowd-sourced TACRED dataset for relation extraction by relabeling the dev and test sets using expert linguistic annotators. Relabeling focuses on the 5K most challenging instances in dev and test, in total, 51.2% of these are corrected. Published at ACL 2020.
Paper (arXiv): https://arxiv.org/abs/2004.14855
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Relation Extraction | TACRED-Revisited | RAG4RE F1 88.3 | Retrieval-Augmented Generation-based Relation Extraction | sefeoglu/rag4re | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 7. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Retrieval-Augmented Generation-based Relation Extraction | 1 | 1 | 20 Apr 2024 | not harvested |
| Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors | 1 | 1 | 18 May 2023 | not harvested |
| Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction | 0 | 1 | 29 Dec 2022 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- TACRED-Revisited
1 variant name, as the archive lists them.
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