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Relating entities and events in text is a key component of natural language understanding.
Recursive subtree composition in lstm-based dependency parsing
Miryam de Lhoneux, Miguel Ballesteros, and Joakim Nivre. 2019 · 1902
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A model-theoretic coreference scoring scheme
Marc B. Vilain, J. Burger, J. Aberdeen, D. Connolly, and L. Hirschman. 1995 · 1995
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Long short-term memory
S. Hochreiter and J. Schmidhuber. 1997 · 1997
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Algorithms for scoring coreference chains
A. Bagga and B. Baldwin. 1998 · 1998
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Longformer: The long-document transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020 · 2004
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Paraphrasing vs coreferring: Two sides of the same coin
Y. Meged, Avi Caciularu, Vered Shwartz, and I. Dagan. 2020 · 2004
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On coreference resolution performance metrics
Xiaoqiang Luo. 2005 · 2005
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Characterizing the errors of data-driven dependency parsing models
R. McDonald and Joakim Nivre. 2007 · 2007
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Combination strategies for semantic role labeling
M. Surdeanu, Lluís Màrquez i Villodre, X. Carreras, and P. Comas. 2007 · 2007
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Streamlining cross-document coreference resolution: Evaluation and modeling
Arie Cattan, Alon Eirew, Gabriel Stanovsky, Mandar Joshi, and I. Dagan. 2020 · 2009
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Unsupervised event coreference resolution with rich linguistic features
C. Bejan and Sanda M. Harabagiu. 2010 · 2010
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Evaluation metrics for end-to-end coreference resolution systems
Jie Cai and Michael Strube. 2010 · 2010
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Resource-enhanced neural model for event argument extraction
Jie Ma, Shuai Wang, Rishita Anubhai, Miguel Ballesteros, and Yaser Al-Onaizan. 2020 · 2010
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Supervised noun phrase coreference research: The first fifteen years
Vincent Ng. 2010 · 2010
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A multi-pass sieve for coreference resolution
Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nathanael Chambers, Mihai Surdeanu, Dan Jurafsky, and Christopher D Manning. 2010 · 2010
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Paired representation learning for event and entity coreference
Xiaodong Yu, Wenpeng Yin, and D. Roth. 2020 · 2010
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Analyzing and integrating dependency parsers
R. McDonald and Joakim Nivre. 2011 · 2011
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Latent structure perceptron with feature induction for unrestricted coreference resolution
Eraldo Fernandes, Cicero dos Santos, and Ruy Luiz Milidiú. 2012 · 2012
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Joint entity and event coreference resolution across documents
H. Lee, M. Recasens, Angel X. Chang, M. Surdeanu, and Dan Jurafsky. 2012 · 2012
Cited alongside, same era.
Easy victories and uphill battles in coreference resolution
Greg Durrett and D. Klein. 2013 · 2013
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Learning structured perceptrons for coreference resolution with latent antecedents and non-local features
Anders Björkelund and Jonas Kuhn. 2014 · 2014
Cited alongside, same era.
Using a sledgehammer to crack a nut? lexical diversity and event coreference resolution
A. Cybulska and Piek T. J. M. Vossen. 2014 · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, R. Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Transition-based dependency parsing with stack long short-term memory
Kian Kenyon-Dean, J. Cheung, and Doina Precup. 2018 · 2018
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Higher-order coreference resolution with coarse-to-fine inference
Kenton Lee, Luheng He, and Luke Zettlemoyer. 2018 · 2018
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Event coreference resolution using neural network classifiers
A. Pandian, Lamana Mulaffer, K. Oflazer, and A. AlZeyara. 2018 · 2018
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Constructing datasets for multi-hop reading comprehension across documents
Johannes Welbl, Pontus Stenetorp, and S. Riedel. 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 I. Dagan. 2019 · 2019
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Chris Dyer, Miguel Ballesteros, W. Ling, A. Matthews, and Noah A. Smith. 2015 · 2015
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba. 2015 · 2015
Cited alongside, same era.
Latent structures for coreference resolution
Sebastian Martschat and Michael Strube. 2015 · 2015
Cited alongside, same era.
A hierarchical distance-dependent bayesian model for event coreference resolution
B. Yang, Claire Cardie, and P. Frazier. 2015 · 2015
Cited alongside, same era.
Deep reinforcement learning for mention-ranking coreference models
Kevin Clark and Christopher D Manning. 2016 · 2016
Cited alongside, same era.
Recurrent neural network grammars
Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros, and Noah A. Smith. 2016 · 2016
Cited alongside, same era.
Revisiting the evaluation for cross document event coreference
Shyam Upadhyay, Nitish Gupta, Christos Christodoulopoulos, and D. Roth. 2016 · 2016
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
J. Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Multi-news: A large-scale multi-document summarization dataset and abstractive hierarchical model
Alexander Fabbri, Irene Li, Tianwei She, Suyi Li, and Dragomir Radev. 2019 · 2019
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Bert for coreference resolution: Baselines and analysis
Mandar Joshi, Omer Levy, Daniel S. Weld, and Luke Zettlemoyer. 2019 · 2019
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Coreference resolution with entity equalization
Ben Kantor and A. Globerson. 2019 · 2019
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Hierarchical transformers for multi-document summarization
Yang Liu and Mirella Lapata. 2019 · 2019
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A deep cascade model for multi-document reading comprehension
Ming Yan, Jiangnan Xia, Chen Wu, B. Bi, Z. Zhao, Ji Zhang, L. Si, Rui Wang, W. Wang, and Haiqing Chen. 2019 · 2019
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New insights into cross-document event coreference: Systematic comparison and a simplified approach
Andres Cremisini and Mark A. Finlayson. 2020 · 2020
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Don’t stop pretraining: Adapt language models to domains and tasks
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A. Smith. 2020 · 2020
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Revealing the myth of higher-order inference in coreference resolution
Liyan Xu and Jinho D. Choi. 2020 · 2020
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Event coreference resolution with their paraphrases and argument-aware embeddings
Yutao Zeng, Xiaolong Jin, Saiping Guan, J. Guo, and Xueqi Cheng. 2020 · 2020
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Multilevel text alignment with cross-document attention
Xuhui Zhou, Nikolaos Pappas, and Noah A. Smith. 2020 · 2020
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Cross-document language modeling
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, and Ido Dagan. 2021 · 2021
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