mlsanityData to 7 Oct 2026

Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering

arXiv 1805.04893 ↗First posted 13 May 2018cs.CLcited by 16

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Abstract (arXiv)

Coreference resolution aims to identify in a text all mentions that refer to the same real-world entity. The state-of-the-art end-to-end neural coreference model considers all text spans in a document as potential mentions and learns to link an antecedent for each possible mention. In this paper, we propose to improve the end-to-end coreference resolution system by (1) using a biaffine attention model to get antecedent scores for each possible mention, and (2) jointly optimizing the mention detection accuracy and the mention clustering log-likelihood given the mention cluster labels. Our model achieves the state-of-the-art performance on the CoNLL-2012 Shared Task English test set.

Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 May 2018.

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Citing papers per year: 2021: 5; 2022: 5; 2023: 1; 2024: 4; 2025: 0; 2026: 1.

16 papers.

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  1. 2021On Generalization in Coreference Resolutioncited by 24
  2. 2024Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trendscited by 19
  3. 2021Moving on from OntoNotes: Coreference Resolution Model Transfercited by 18
  4. 2021End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baselinecited by 7
  5. 2024Any Other Thoughts, Hedgehog? Linking Deliberation Chains in Collaborative Dialoguescited by 6
  6. 2021Can we Fix the Scope for Coreference? Problems and Solutions for Benchmarks beyond OntoNotescited by 4
  7. 2023A Survey on Semantic Processing Techniquescited by 4
  8. 2022A Structured Span Selectorcited by 3
  9. 2022A hybrid entity-centric approach to Persian pronoun resolutioncited by 2
  10. 2024Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understandingcited by 2
  11. 2022Hybrid Rule-Neural Coreference Resolution System based on Actor-Critic Learningcited by 1
  12. 2021Coreference Resolution: Are the eliminated spans totally worthless?cited by 0
4 more
  1. 2022Review of coreference resolution in English and Persiancited by 0
  2. 2022Neural Coreference Resolution based on Reinforcement Learningcited by 0
  3. 2024Persian Pronoun Resolution: Leveraging Neural Networks and Language Modelscited by 0
  4. 2026From Inline Notes to Collected Commentaries: Toward Context-Preserving Organization of Exegetical Knowledge in Classical Chinese Textscited by 0