| Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends | ✓ Link | 83.6 | Maverick_mes | 2024-07-31 |
| Coreference Resolution through a seq2seq Transition-Based System | ✓ Link | 83.3 | seq2seq | 2022-11-22 |
| Autoregressive Structured Prediction with Language Models | ✓ Link | 82.3 | ASP+T0-3B | 2022-10-26 |
| CAW-coref: Conjunction-Aware Word-level Coreference Resolution | ✓ Link | 81.6 | caw-coref + RoBERTa | 2023-10-09 |
| LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution | ✓ Link | 81.4 | LingMess | 2022-05-25 |
| Word-Level Coreference Resolution | ✓ Link | 81 | wl-coref + RoBERTa | 2021-09-09 |
| Efficient and Interpretable Neural Models for Entity Tracking | | 80.9 | U-MEM + Longformer | 2022-08-30 |
| On Generalization in Coreference Resolution | ✓ Link | 80.6 | longdoc S (OntoNotes + 60k pseudo-singletons) | 2021-09-20 |
| Graph Refinement for Coreference Resolution | ✓ Link | 80.5 | G2GT SpanBERT-large reduced | 2022-03-30 |
| Graph Refinement for Coreference Resolution | ✓ Link | 80.2 | G2GT SpanBERT-large overlap | 2022-03-30 |
| SpanBERT: Improving Pre-training by Representing and Predicting Spans | ✓ Link | 79.6 | SpanBERT | 2019-07-24 |
| Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks | ✓ Link | 79.6 | U-MEM* + SpanBERT | 2020-10-06 |
| On Generalization in Coreference Resolution | ✓ Link | 79.6 | longdoc S (ON + PreCo + LitBank + 30k pseudo-singletons) | 2021-09-20 |
| On Generalization in Coreference Resolution | ✓ Link | 79.2 | longdoc S (OntoNotes + PreCo + LitBank) | 2021-09-20 |
| BERT for Coreference Resolution: Baselines and Analysis | ✓ Link | 76.9 | BERT-large | 2019-08-24 |
| Coreference Resolution with Entity Equalization | ✓ Link | 76.61 | BERT + EE | 2019-07-01 |
| BERT for Coreference Resolution: Baselines and Analysis | ✓ Link | 73.9 | BERT-base | 2019-08-24 |
| End-to-end Deep Reinforcement Learning Based Coreference Resolution | | 73.8 | Reinforced + ELMo | 2019-07-01 |
| Higher-order Coreference Resolution with Coarse-to-fine Inference | ✓ Link | 73.0 | c2f-coref | 2018-04-15 |
| Higher-order Coreference Resolution with Coarse-to-fine Inference | ✓ Link | 72.3 | e2e-coref + ELMo + hyperparameter tuning | 2018-04-15 |
| Deep contextualized word representations | ✓ Link | 70.4 | e2e-coref + ELMo | 2018-02-15 |
| Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution | ✓ Link | 67.8 | E2E-CR + ASL | 2018-10-01 |
| End-to-end Neural Coreference Resolution | ✓ Link | 67.2 | e2e-coref | 2017-07-21 |
| Deep Reinforcement Learning for Mention-Ranking Coreference Models | ✓ Link | 65.73 | Reward Rescaling | 2016-09-27 |
| Improving Coreference Resolution by Learning Entity-Level Distributed Representations | ✓ Link | 65.29 | NN Cluster Ranker | 2016-06-04 |
| Learning Global Features for Coreference Resolution | ✓ Link | 64.21 | Global | 2016-04-11 |