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While coreference resolution is defined independently of dataset domain, most models for performing coreference resolution do not transfer well to unseen domains.
Longformer: The Long-Document Transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020 · 2004
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Singletons and Coreference Resolution Evaluation
Sandra Kübler and Desislava Zhekova. 2011 · 2011
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The Winograd Schema Challenge
Hector J. Levesque, Ernest Davis, and Leora Morgenstern. 2012 · 2012
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CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Olga Uryupina, and Yuchen Zhang. 2012 · 2012
Earlier work this paper cites.
Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach
Jian Bo Yang, Qi Mao, Qiao Liang Xiang, Ivor Wai-Hung Tsang, Kian Ming Adam Chai, and Hai Leong Chieu. 2012 · 2012
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The Life and Death of Discourse Entities: Identifying Singleton Mentions
Marta Recasens, Marie-Catherine de Marneffe, and Christopher Potts. 2013 · 2013
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OntoNotes Release 5.0
Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, et al. 2013 · 2013
Earlier work this paper cites.
Domain Adaptation with Active Learning for Coreference Resolution
Shanheng Zhao and Hwee Tou Ng. 2014 · 2014
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Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers
Anupam Guha, Mohit Iyyer, Danny Bouman, and Jordan Boyd-Graber. 2015 · 2015
Earlier work this paper cites.
WikiCoref: An English Coreference-annotated Corpus of Wikipedia Articles
Abbas Ghaddar and Phillippe Langlais. 2016 · 2016
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Antecedent Prediction Without a Pipeline
Sam Wiseman, Alexander M. Rush, and Stuart Shieber. 2016 · 2016
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Domain Control for Neural Machine Translation
Catherine Kobus, Josep Crego, and Jean Senellart. 2017 · 2017
Earlier work this paper cites.
End-to-end Neural Coreference Resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke Zettlemoyer. 2017 · 2017
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PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution
Hong Chen, Zhenhua Fan, Hao Lu, Alan Yuille, and Shu Rong. 2018 · 2018
Cited alongside, same era.
Neural Models for Reasoning over Multiple Mentions Using Coreference
Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William Cohen, and Ruslan Salakhutdinov. 2018 · 2018
Cited alongside, same era.
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee, Luheng He, and Luke Zettlemoyer. 2018 · 2018
Cited alongside, same era.
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers
Nafise Sadat Moosavi and Michael Strube. 2018 · 2018
Cited alongside, same era.
Anaphora Resolution with the ARRAU Corpus
Massimo Poesio, Yulia Grishina, Varada Kolhatkar, Nafise Moosavi, Ina Roesiger, Adam Roussel, Fabian Simonjetz, Alexandra Uma, Olga Uryupina, Juntao Yu, and Heike Zinsmeister. 2018 · 2018
Cited alongside, same era.
Improving Generalization in Coreference Resolution via Adversarial Training
Sanjay Subramanian and Dan Roth. 2019 · 2019
Later among the works it cites.
Multilingual Neural Machine Translation with Language Clustering
Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, and Tie-Yan Liu. 2019 · 2019
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Adapting Coreference Resolution to Twitter Conversations
Berfin Aktaş, Veronika Solopova, Annalena Kohnert, and Manfred Stede. 2020 · 2020
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An Annotated Dataset of Coreference in English Literature
David Bamman, Olivia Lewke, and Anya Mansoor. 2020 · 2020
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SpanBERT: Improving Pre-training by Representing and Predicting Spans
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, and Omer Levy. 2020 · 2020
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GAIA: A Fine-grained Multimedia Knowledge Extraction System
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Sara Stymne, Miryam de Lhoneux, Aaron Smith, and Joakim Nivre. 2018 · 2018
Cited alongside, same era.
Syntactic Scaffolds for Semantic Structures
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, and Noah A. Smith. 2018 · 2018
Cited alongside, same era.
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns
Kellie Webster, Marta Recasens, Vera Axelrod, and Jason Baldridge. 2018 · 2018
Cited alongside, same era.
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, and Dragomir Radev. 2018 · 2018
Cited alongside, same era.
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking
Ethan Zhou and Jinho D. Choi. 2018 · 2018
Cited alongside, same era.
Rewarding Coreference Resolvers for Being Consistent with World Knowledge
Rahul Aralikatte, Heather Lent, Ana Valeria Gonzalez, Daniel Herschcovich, Chen Qiu, Anders Sandholm, Michael Ringaard, and Anders Søgaard. 2019 · 2019
Cited alongside, same era.
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling
Yifan Gao, Piji Li, Irwin King, and Michael R. Lyu. 2019 · 2019
Cited alongside, same era.
Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare Voss, Daniel Napierski, and Marjorie Freedman. 2020 · 2020
Later among the works it cites.
A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and News
Corbèn Poot and Andreas van Cranenburgh. 2020 · 2020
Later among the works it cites.
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks
Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, and Kevin Gimpel. 2020 · 2020
Later among the works it cites.
CorefQA: Coreference Resolution as Query-based Span Prediction
Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, and Jiwei Li. 2020 · 2020
Later among the works it cites.
Incremental Neural Coreference Resolution in Constant Memory
Patrick Xia, João Sedoc, and Benjamin Van Durme. 2020 · 2020
Later among the works it cites.
Revealing the Myth of Higher-Order Inference in Coreference Resolution
Liyan Xu and Jinho D. Choi. 2020 · 2020
Later among the works it cites.
A Cluster Ranking Model for Full Anaphora Resolution
Juntao Yu, Alexandra Uma, and Massimo Poesio. 2020 · 2020
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OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres
Yilun Zhu, Sameer Pradhan, and Amir Zeldes. 2021 · 2021
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