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Traditional event coreference systems usually rely on pipeline framework and hand-crafted features, which often face error propagation problem and have poor generalization ability.
A model-theoretic coreference scoring scheme
Marc Vilain, John Burger, John Aberdeen, Dennis Connolly, and Lynette Hirschman. 1995 · 1995
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Event coreference for information extraction
Kevin Humphreys, Robert Gaizauskas, and Saliha Azzam. 1997 · 1997
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Algorithms for scoring coreference chains
Amit Bagga and Breck Baldwin. 1998 · 1998
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Ace (automatic content extraction) english annotation guidelines for events
LDC. 2005 · 2005
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On coreference resolution performance metrics
Xiaoqiang Luo. 2005 · 2005
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The stages of event extraction
David Ahn. 2006 · 2006
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Unrestricted coreference: Identifying entities and events in ontonotes
Sameer S. Pradhan, Lance Ramshaw, Ralph Weischedel, Jessica MacBride, and Linnea Micciulla. 2007 · 2007
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A linguistic resource for discovering event structures and resolving event coreference
Cosmin Bejan and Sanda Harabagiu. 2008 · 2008
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Graph-based event coreference resolution
Zheng Chen and Heng Ji. 2009 · 2009
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Unsupervised event coreference resolution with rich linguistic features
Cosmin Bejan and Sanda Harabagiu. 2010 · 2010
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A unified event coreference resolution by integrating multiple resolvers
Bin Chen, Jian Su, Sinno Jialin Pan, and Chew Lim Tan. 2011 · 2011
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Blanc: Implementing the rand index for coreference evaluation
Marta Recasens and Eduard Hovy. 2011 · 2011
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Joint entity and event coreference resolution across documents
Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, and Dan Jurafsky. 2012 · 2012
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Improving event co-reference by context extraction and dynamic feature weighting
Katie McConky, Rakesh Nagi, Moises Sudit, and William Hughes. 2012 · 2012
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Semantic relations between events and their time, locations and participants for event coreference resolution
Agata Cybulska and Piek Vossen. 2013 · 2013
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A structured distributional semantic model for event co-reference
Kartik Goyal, Sujay Kumar Jauhar, Huiying Li, Mrinmaya Sachan, Shashank Srivastava, and Eduard Hovy. 2013 · 2013
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Events are not simple: Identity, non-identity, and quasi-identity
Eduard Hovy, Teruko Mitamura, Felisa Verdejo, Jun Araki, and Andrew Philpot. 2013 · 2013
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SinoCoreferencer: An end-to-end Chinese event coreference resolver
Chen Chen and Vincent Ng. 2014 · 2014
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Using a sledgehammer to crack a nut? lexical diversity and event coreference resolution
Agata Cybulska and Piek Vossen. 2014 · 2014
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A joint model for entity analysis: Coreference, typing, and linking
Greg Durrett and Dan Klein. 2014 · 2014
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Supervised within-document event coreference using information propagation
Zhengzhong Liu, Jun Araki, Eduard Hovy, and Teruko Mitamura. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Overview of linguistic resources for the tac kbp 2015 evaluations: Methodologies and results
Joe Ellis, Jeremy Getman, Dana Fore, Neil Kuster, Zhiyi Song, Ann Bies, and Stephanie Strassel. 2015 · 2015
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
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End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke Zettlemoyer. 2017 · 2017
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Learning antecedent structures for event coreference resolution
Jing Lu and Vincent Ng. 2017b · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Improving event coreference resolution by modeling correlations between event coreference chains and document topic structures
Prafulla Kumar Choubey and Ruihong Huang. 2018 · 2018
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Resolving event coreference with supervised representation learning and clustering-oriented regularization
Kian Kenyon-Dean, Jackie Chi Kit Cheung, and Doina Precup. 2018 · 2018
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Higher-order coreference resolution with coarse-to-fine inference
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Zhiyi Song, Ann Bies, Stephanie Strassel, Tom Riese, Justin Mott, Joe Ellis, Jonathan Wright, Seth Kulick, Neville Ryant, and Xiaoyi Ma. 2015 · 2015
Cited alongside, same era.
A hierarchical distance-dependent Bayesian model for event coreference resolution
Bishan Yang, Claire Cardie, and Peter Frazier. 2015 · 2015
Cited alongside, same era.
Cross-document event coreference resolution based on cross-media features
Tongtao Zhang, Hongzhi Li, Heng Ji, and Shih-Fu Chang. 2015 · 2015
Cited alongside, same era.
Joint inference over a lightly supervised information extraction pipeline: Towards event coreference resolution for resource-scarce languages
Chen Chen and Vincent Ng. 2016 · 2016
Cited alongside, same era.
Overview of linguistic resources for the tac kbp 2016 evaluations: Methodologies and results
Joe Ellis, Jeremy Getman, Neil Kuster, Zhiyi Song, Ann Bies, and Stephanie Strassel. 2016 · 2016
Cited alongside, same era.
Event linking with sentential features from convolutional neural networks
Sebastian Krause, Feiyu Xu, Hans Uszkoreit, and Dirk Weissenborn. 2016 · 2016
Cited alongside, same era.
Learning recurrent span representations for extractive question answering
Kenton Lee, Shimi Salant, Tom Kwiatkowski, Ankur Parikh, Dipanjan Das, and Jonathan Berant. 2016 · 2016
Cited alongside, same era.
Kenton Lee, Luheng He, and Luke Zettlemoyer. 2018 · 2018
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Event coreference resolution: A survey of two decades of research
Jing Lu and Vincent Ng. 2018 · 2018
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Deep contextualized word representations
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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Revisiting joint modeling of cross-document entity and event coreference resolution
Shany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, and Ido Dagan. 2019 · 2019
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Selective expression for event coreference resolution on twitter
Wenhan Chao, Ping Wei, Zhunchen Luo, Xiao Liu, and Guobin Sui. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Unified language model pre-training for natural language understanding and generation
Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon. 2019 · 2019
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End-to-end deep reinforcement learning based coreference resolution
Hongliang Fei, Xu Li, Dingcheng Li, and Ping Li. 2019 · 2019
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Improving event coreference resolution by learning argument compatibility from unlabeled data
Yin Jou Huang, Jing Lu, Sadao Kurohashi, and Vincent Ng. 2019 · 2019
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BERT for coreference resolution: Baselines and analysis
Mandar Joshi, Omer Levy, Luke Zettlemoyer, and Daniel Weld. 2019 · 2019
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Coreference resolution with entity equalization
Ben Kantor and Amir Globerson. 2019 · 2019
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What do you learn from context? probing for sentence structure in contextualized word representations
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, and Ellie Pavlick. 2019 · 2019
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Joint event trigger identification and event coreference resolution with structured perceptron
Jun Araki and Teruko Mitamura. 2015 · 2080
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