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We introduce a fully differentiable approximation to higher-order inference for coreference resolution.
Long Short-term Memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution
Vincent Ng and Claire Cardie. 2002 · 2002
Earlier work this paper cites.
Understanding the value of features for coreference resolution
Eric Bengtson and Dan Roth. 2008 · 2008
Earlier work this paper cites.
Specialized models and ranking for coreference resolution
Pascal Denis and Jason Baldridge. 2008 · 2008
Earlier work this paper cites.
Latent structure perceptron with feature induction for unrestricted coreference resolution
Eraldo Rezende Fernandes, Cícero Nogueira Dos Santos, and Ruy Luiz Milidiú. 2012 · 2012
Earlier work this paper cites.
Conll-2012 shared task: Modeling multilingual unrestricted coreference in ontonotes
Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Olga Uryupina, and Yuchen Zhang. 2012 · 2012
Cited alongside, same era.
Easy victories and uphill battles in coreference resolution
Greg Durrett and Dan Klein. 2013 · 2013
Cited alongside, same era.
Learning structured perceptrons for coreference resolution with latent antecedents and non-local features
Anders Björkelund and Jonas Kuhn. 2014 · 2014
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Entity-centric coreference resolution with model stacking
Kevin Clark and Christopher D. Manning. 2015 · 2015
Cited alongside, same era.
Deep reinforcement learning for mention-ranking coreference models
Kevin Clark and Christopher D. Manning. 2016a
Cited in the paper.
Improving coreference resolution by learning entity-level distributed representations
Kevin Clark and Christopher D. Manning. 2016b
Cited in the paper.
Latent structures for coreference resolution
Sebastian Martschat and Michael Strube. 2015 · 2015
Later among the works it cites.
Learning anaphoricity and antecedent ranking features for coreference resolution
Sam Wiseman, Alexander M. Rush, Stuart M. Shieber, and Jason Weston. 2015 · 2015
Later among the works it cites.
Learning global features for coreference resolution
Sam Wiseman, Alexander M Rush, and Stuart M Shieber. 2016 · 2016
Later among the works it cites.
End-to-end neural coreference resolution
Kenton Lee, Luheng He, Mike Lewis, and Luke S. Zettlemoyer. 2017 · 2017
Later among the works it cites.
Deep contextualized word representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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