Datasets › Re-TACRED
Re-TACRED (Revised-TACRED)
The Re-TACRED dataset is a significantly improved version of the TACRED dataset for relation extraction. Using new crowd-sourced labels, Re-TACRED prunes poorly annotated sentences and addresses TACRED relation definition ambiguity, ultimately correcting 23.9% of TACRED labels. This dataset contains over 91 thousand sentences spread across 40 relations. Dataset presented at AAAI 2021.
Paper (arXiv): https://arxiv.org/abs/2104.08398
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 | Re-TACRED | EXOBRAIN F1 91.4 | Improving Sentence-Level Relation Extraction through... | — | 9 | Compare |
Papers archive 2025-07-28
9 shown of 9 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 56. 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 |
| Generative Prompt Tuning for Relation Classification | 1 | 1 | 22 Oct 2022 | not harvested |
| REBEL: Relation Extraction By End-to-end Language generation | 1 | 1 | 29 Oct 2021 | not harvested |
| Improving Sentence-Level Relation Extraction through Curriculum Learning | 0 | 1 | 20 Jul 2021 | not harvested |
| An Improved Baseline for Sentence-level Relation Extraction | 1 | 1 | 2 Feb 2021 | not harvested |
| SpanBERT: Improving Pre-training by Representing and Predicting Spans | 6 | 1 | 24 Jul 2019 | ran 3 of 15 samples (12 unverified; 4 pointer-only for licence) |
| Graph Convolution over Pruned Dependency Trees Improves Relation Extraction | 1 | 1 | 26 Sep 2018 | not harvested |
| Position-aware Attention and Supervised Data Improve Slot Filling | 2 | 1 | 1 Sep 2017 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Re-TACRED
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections