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Shortage of available training data is holding back progress in the area of automated error detection.
Computer Intensive Methods for Testing Hypotheses
Eric W. Noreen. 1989 · 1989
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Empirical Methods for Artificial Intelligence
Paul Cohen. 1995 · 1995
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Improved backing-off for M-gram language modeling
Reinhard Kneser and Hermann Ney. 1995 · 1995
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Long Short-term Memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Exploring grammatical error correction with not-so-crummy machine translation
Nitin Madnani, Joel Tetreault, and Martin Chodorow. 2012 · 2005
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The Second Release of the RASP System
Ted Briscoe, John Carroll, and Rebecca Watson. 2006 · 2006
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Correcting ESL errors using phrasal SMT techniques
Chris Brockett, William B. Dolan, and Michael Gamon. 2006 · 2006
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Moses: open source toolkit for statistical machine translation
Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondřej Bojar, Alexandra Constantin, and Evan Herbst. 2007 · 2007
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IRSTLM: an open source toolkit for handling large scale language models
Marcello Federico, Nicola Bertoldi, and Mauro Cettolo. 2008 · 2008
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GenERRate: generating errors for use in grammatical error detection
Jennifer Foster and Øistein E. Andersen. 2009 · 2009
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Generating confusion sets for context-sensitive error correction
Alla Rozovskaya and Dan Roth. 2010 · 2010
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An unsupervised model for joint phrase alignment and extraction
Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shinsuke Mori, and Tatsuya Kawahara. 2011 · 2011
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Algorithm Selection and Model Adaptation for ESL Correction Tasks
Alla Rozovskaya and Dan Roth. 2011 · 2011
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A New Dataset and Method for Automatically Grading ESOL Texts
Helen Yannakoudakis, Ted Briscoe, and Ben Medlock. 2011 · 2011
Constrained grammatical error correction using statistical machine translation
Zheng Yuan and Mariano Felice. 2013 · 2013
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Generating artificial errors for grammatical error correction
Mariano Felice and Zheng Yuan. 2014 · 2014
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Grammatical error correction using hybrid systems and type filtering
Mariano Felice, Zheng Yuan, Øistein E. Andersen, Helen Yannakoudakis, and Ekaterina Kochmar. 2014 · 2014
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The CoNLL-2014 Shared Task on Grammatical Error Correction
Hwee Tou Ng, Siew Mei Wu, Ted Briscoe, Christian Hadiwinoto, Raymond Hendy Susanto, and Christopher Bryant. 2014 · 2014
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Artificial error generation for translation-based grammatical error correction
Mariano Felice. 2016 · 2016
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Automatic extraction of learner errors in esl sentences using linguistically enhanced alignments
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Robust Systems for Preposition Error Correction Using Wikipedia Revisions
Aoife Cahill, Nitin Madnani, Joel Tetreault, and Diane Napolitano. 2013 · 2013
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Mariano Felice, Christopher Bryant, and Ted Briscoe. 2016 · 2016
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Compositional Sequence Labeling Models for Error Detection in Learner Writing
Marek Rei and Helen Yannakoudakis. 2016 · 2016
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Semi-supervised Multitask Learning for Sequence Labeling
Marek Rei. 2017 · 2017
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