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We present an approach to event coreference resolution by developing a general framework for clustering that uses supervised representation learning.
A model-theoretic coreference scoring scheme
Marc Vilain, John Burger, John Aberdeen, Dennis Connolly, and Lynette Hirschman. 1995 · 1995
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Algorithms for scoring coreference chains
Amit Bagga and Breck Baldwin. 1998 · 1998
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Cross-document event coreference: Annotations, experiments, and observations
Amit Bagga and Breck Baldwin. 1999 · 1999
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TimeML: Robust specification of event and temporal expressions in text
James Pustejovsky, José M Castano, Robert Ingria, Roser Sauri, Robert J Gaizauskas, Andrea Setzer, Graham Katz, and Dragomir R Radev. 2003 · 2003
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Event-centric summary generation
Lucy Vanderwende, Michele Banko, and Arul Menezes. 2004 · 2004
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ACE (Automatic Content Extraction) English Annotation Guidelines for Events
Linguistic Data Consortium. 2005 · 2005
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On coreference resolution performance metrics
Xiaoqiang Luo. 2005 · 2005
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Probabilistic and bottle-neck features for LVCSR of meetings
Frantisek Grézl, Martin Karafiát, Stanislav Kontár, and Jan Cernocky. 2007 · 2007
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A Linguistic Resource for Discovering Event Structures and Resolving Event Coreference
Cosmin Adrian Bejan and Sanda M Harabagiu. 2008 · 2008
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Graph-based event coreference resolution
Zheng Chen and Heng Ji. 2009 · 2009
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A Pairwise Event Coreference Model, Feature Impact and Evaluation for Event Coreference Resolution
Zheng Chen, Heng Ji, and Robert Haralick. 2009 · 2009
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Aligning predicate argument structures in monolingual comparable texts: A new corpus for a new task
Michael Roth and Anette Frank. 2012 · 2012
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Representation learning: A review and new perspectives
Yoshua Bengio, Aaron Courville, and Pascal Vincent. 2013 · 2013
Cited alongside, same era.
Extracting deep bottleneck features using stacked auto-encoders
Jonas Gehring, Yajie Miao, Florian Metze, and Alex Waibel. 2013 · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
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PARMA: A Predicate Argument Aligner
Travis Wolfe, Benjamin Van Durme, Mark Dredze, Nicholas Andrews, Charley Beller, Chris Callison-Burch, Jay DeYoung, Justin Snyder, Jonathan Weese, Tan Xu, et al. 2013 · 2013
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Unsupervised Event Coreference Resolution
Cosmin Adrian Bejan and Sanda Harabagiu. 2014 · 2014
Cited alongside, same era.
Modeling Biological Processes for Reading Comprehension
Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark, and Christopher D Manning. 2014 · 2014
Event-driven headline generation
Rui Sun, Yue Zhang, Meishan Zhang, and Donghong Ji. 2015 · 2015
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Predicate argument alignment using a global coherence model
Travis Wolfe, Mark Dredze, and Benjamin Van Durme. 2015 · 2015
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A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
Bishan Yang, Claire Cardie, and Peter Frazier. 2015 · 2015
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Improving Coreference Resolution by Learning Entity-Level Distributed Representations
Kevin Clark and Christopher D Manning. 2016 · 2016
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Leveraging coreference to identify arms in medical abstracts: An experimental study
Elisa Ferracane, Iain Marshall, Byron C Wallace, and Katrin Erk. 2016 · 2016
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Cited alongside, same era.
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution
Agata Cybulska and Piek Vossen. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
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An Extension of BLANC to System Mentions
Xiaoqiang Luo, Sameer Pradhan, Marta Recasens, and Eduard H Hovy. 2014 · 2014
Cited alongside, same era.
Scoring coreference partitions of predicted mentions: A reference implementation
Sameer Pradhan, Xiaoqiang Luo, Marta Recasens, Eduard H Hovy, Vincent Ng, and Michael Strube. 2014 · 2014
Cited alongside, same era.
Translating Granularity of Event Slots into Features for Event Coreference Resolution
Agata Cybulska and Piek Vossen. 2015 · 2015
Cited alongside, same era.
Event linking with sentential features from convolutional neural networks
Sebastian Krause, Feiyu Xu, Hans Uszkoreit, and Dirk Weissenborn. 2016 · 2016
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Rich ERE Annotation Guidelines Overview
Linguistic Data Consortium. 2016 · 2016
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Revisiting the Evaluation for Cross Document Event Coreference
Shyam Upadhyay, Nitish Gupta, Christos Christodoulopoulos, and Dan Roth. 2016 · 2016
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Event coreference resolution by iteratively unfolding inter-dependencies among events
Prafulla Kumar Choubey and Ruihong Huang. 2017 · 2017
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Learning antecedent structures for event coreference resolution
Jing Lu and Vincent Ng. 2017 · 2017
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Identity and granularity of events in text
Piek Vossen and Agata Cybulska. 2017 · 2017
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