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Coherence of text is an important attribute to be measured for both manually and automatically generated discourse; but well-defined quantitative metrics for it are still elusive.
What makes a text coherent?
Betty Bamberg. 1983 · 1983
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Conceptions of prose coherence: Individual differences in epistemological standards
Michael P Ryan. 1984 · 1984
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Writing quality, coherence, and cohesion
George A McCulley. 1985 · 1985
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WordNet
Christiane Fellbaum. 1998 · 1998
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The measurement of textual coherence with latent semantic analysis
Peter W Foltz, Walter Kintsch, and Thomas K Landauer. 1998 · 1998
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Latent dirichlet allocation
David M Blei, Andrew Y Ng, and Michael I Jordan. 2003 · 2003
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Automated essay scoring with e-rater® v. 2.0
Yigal Attali and Jill Burstein. 2004 · 2004
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Evaluating multiple aspects of coherence in student essays
Derrick Higgins, Jill Burstein, Daniel Marcu, and Claudia Gentile. 2004 · 2004
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Evaluation of text coherence for electronic essay scoring systems
Eleni Miltsakaki and Karen Kukich. 2004 · 2004
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Shared-task evaluations in hlt: Lessons for nlg
Anja Belz and Adam Kilgarriff. 2006 · 2006
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The pyramid method: Incorporating human content selection variation in summarization evaluation
Ani Nenkova, Rebecca Passonneau, and Kathleen McKeown. 2007 · 2007
Cited alongside, same era.
Modeling local coherence: An entity-based approach
Regina Barzilay and Mirella Lapata. 2008 · 2008
Cited alongside, same era.
Reading tea leaves: How humans interpret topic models
Jonathan Chang, Sean Gerrish, Chong Wang, Jordan L Boyd-Graber, and David M Blei. 2009 · 2009
Cited alongside, same era.
Modeling organization in student essays
Isaac Persing, Alan Davis, and Vincent Ng. 2010 · 2010
Cited alongside, same era.
Text coherence and judgments of essay quality: Models of quality and coherence
Scott Crossley and Danielle McNamara. 2011 · 2011
Distributed representations of sentences and documents
Quoc Le and Tomas Mikolov. 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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Lexical chaining for measuring discourse coherence quality in test-taker essays
Swapna Somasundaran, Jill Burstein, and Martin Chodorow. 2014 · 2014
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Automatic text scoring using neural networks
Dimitrios Alikaniotis, Helen Yannakoudakis, and Marek Rei. 2016 · 2016
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Sentence ordering using recurrent neural networks
Lajanugen Logeswaran, Honglak Lee, and Dragomir Radev. 2016 · 2016
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A neural approach to automated essay scoring
Kaveh Taghipour and Hwee Tou Ng. 2016 · 2016
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The hewlett foundation essay grading data
Hewlett Foundation. 2012 · 2012
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A coherence model based on syntactic patterns
Annie Louis and Ani Nenkova. 2012 · 2012
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Translating embeddings for modeling multi-relational data
Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013 · 2013
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Neural net models of open-domain discourse coherence
Jiwei Li and Dan Jurafsky. 2017 · 2017
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Get to the point: Summarization with pointer-generator networks
Abigail See, Peter J. Liu, and Christopher D. Manning. 2017 · 2017
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A model of coherence based on distributed sentence representation
Jiwei Li and Eduard Hovy. 2014 · 2048
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