| 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 |
| CorefQA: Coreference Resolution as Query-based Span Prediction | ✓ Link | 83.1 | CorefQA + SpanBERT-large | 2020-07-01 |
| Autoregressive Structured Prediction with Language Models | ✓ Link | 82.3 | ASP+T0-3B | 2022-10-26 |
| Word-Level Coreference Resolution | ✓ Link | 81.0 | wl-coref + RoBERTa | 2021-09-09 |
| Coreference Resolution without Span Representations | ✓ Link | 80.3 | s2e + Longformer-Large | 2021-01-02 |
| Revealing the Myth of Higher-Order Inference in Coreference Resolution | ✓ Link | 80.2 | SpanBERT + Cluster Merging | 2020-09-25 |
| Coreference Resolution without Span Representations | ✓ Link | 80.2 | c2f + SpanBERT-Large | 2021-01-02 |
| CorefQA: Coreference Resolution as Query-based Span Prediction | ✓ Link | 79.9 | CorefQA + SpanBERT-base | 2020-07-01 |
| Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks | ✓ Link | 79.6 | U-MEM* + SpanBERT-large | 2020-10-06 |
| BERT for Coreference Resolution: Baselines and Analysis | ✓ Link | 76.9 | c2f-coref + BERT-large | 2019-08-24 |
| Coreference Resolution with Entity Equalization | ✓ Link | 76.61 | EE + BERT-large | 2019-07-01 |
| A Cluster Ranking Model for Full Anaphora Resolution | ✓ Link | 76.4 | dali-full-anaphora | 2019-11-21 |
| End-to-end Deep Reinforcement Learning Based Coreference Resolution | | 73.8 | reinforced model + ELMO | 2019-07-01 |
| Higher-order Coreference Resolution with Coarse-to-fine Inference | ✓ Link | 73.0 | c2f-coref + ELMo | 2018-04-15 |
| End-to-end Neural Coreference Resolution | ✓ Link | 70.4 | e2e-coref + ELMo | 2017-07-21 |
| End-to-end Neural Coreference Resolution | ✓ Link | 68.8 | e2e-coref (ensemble) | 2017-07-21 |
| End-to-end Neural Coreference Resolution | ✓ Link | 67.2 | e2e-coref (single) | 2017-07-21 |