Fetching the paper…
Reading the bibliography…
We propose a neural encoder-decoder model with reinforcement learning (NRL) for grammatical error correction (GEC).
Adapting grammatical error correction based on the native language of writers with neural network joint models
Shamil Chollampatt, Duc Tam Hoang, and Hwee Tou Ng. 2016 · 1911
Earlier work this paper cites.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams. 1992 · 1992
Earlier work this paper cites.
Policy gradient methods for reinforcement learning with function approximation
Richard S Sutton, David A McAllester, Satinder P Singh, Yishay Mansour, et al. 1999 · 1999
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Minimum error rate training in statistical machine translation
Franz Josef Och. 2003 · 2003
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
TrueSkill™: A Bayesian skill rating system
Ralf Herbrich, Tom Minka, and Thore Graepel. 2006 · 2006
Earlier work this paper cites.
A new dataset and method for automatically grading ESOL texts
Helen Yannakoudakis, Ted Briscoe, and Ben Medlock. 2011 · 2011
Earlier work this paper cites.
Tense and aspect error correction for ESL learners using global context
Toshikazu Tajiri, Mamoru Komachi, and Yuji Matsumoto. 2012 · 2012
Cited alongside, same era.
Building a large annotated corpus of learner english: The NUS Corpus of Learner English
Daniel Dahlmeier, Hwee Tou Ng, and Siew Mei Wu. 2013 · 2013
Cited alongside, same era.
Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
Cited alongside, same era.
Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Caglar Gulcehre, KyungHyun Cho, and Yoshua Bengio. 2014 · 2014
Cited alongside, same era.
Grammatical error correction using hybrid systems and type filtering
Mariano Felice, Zheng Yuan, Øistein E. Andersen, Helen Yannakoudakis, and Ekaterina Kochmar. 2014 · 2014
Cited alongside, same era.
Sequence level training with recurrent neural networks
Marc’Aurelio Ranzato, Sumit Chopra, Michael Auli, and Wojciech Zaremba. 2015 · 2015
Later among the works it cites.
Phrase-based machine translation is state-of-the-art for automatic grammatical error correction
Marcin Junczys-Dowmunt and Roman Grundkiewicz. 2016 · 2016
Later among the works it cites.
Reassessing the goals of grammatical error correction: Fluency instead of grammaticality
Keisuke Sakaguchi, Courtney Napoles, Matt Post, and Joel Tetreault. 2016 · 2016
Later among the works it cites.
Minimum risk training for neural machine translation
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, and Yang Liu. 2016 · 2016
Later among the works it cites.
Grammatical error correction using neural machine translation
Zheng Yuan and Ted Briscoe. 2016 · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba. 2014 · 2014
Cited alongside, same era.
Efficient elicitation of annotations for human evaluation of machine translation
Keisuke Sakaguchi, Matt Post, and Benjamin Van Durme. 2014 · 2014
Cited alongside, same era.
Ground truth for grammatical error correction metrics
Courtney Napoles, Keisuke Sakaguchi, Matt Post, and Joel Tetreault. 2015 · 2015
Cited alongside, same era.
Jfleg: A fluency corpus and benchmark for grammatical error correction
Courtney Napoles, Keisuke Sakaguchi, and Joel Tetreault. 2017 · 2017
Closest in time.
Nematus: a toolkit for neural machine translation
Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, and Maria Nadejde. 2017 · 2017
Closest in time.