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In this paper, we reformulated the spell correction problem as a machine translation task under the encoder-decoder framework.
A spelling correction program based on a noisy channel model
Kernighan, Mark D, Church, Kenneth W, & Gale, William A. 1990 · 1990
Earlier work this paper cites.
Learning long-term dependencies with gradient descent is difficult
Bengio, Yoshua, Simard, Patrice, & Frasconi, Paolo. 1994 · 1994
Earlier work this paper cites.
Long short-term memory
Hochreiter, Sepp, & Schmidhuber, Jürgen. 1997 · 1997
Earlier work this paper cites.
An improved error model for noisy channel spelling correction
Brill, Eric, & Moore, Robert C. 2000 · 2000
Earlier work this paper cites.
Gradient flow in recurrent nets: the difficulty of learning long-term dependencies
Hochreiter, Sepp, Bengio, Yoshua, Frasconi, Paolo, & Schmidhuber, Jürgen. 2001 · 2001
Earlier work this paper cites.
Using the web for language independent spellchecking and autocorrection
Whitelaw, Casey, Hutchinson, Ben, Chung, Grace Y, & Ellis, Gerard. 2009 · 2009
Earlier work this paper cites.
A large scale ranker-based system for search query spelling correction
Gao, Jianfeng, Li, Xiaolong, Micol, Daniel, Quirk, Chris, & Sun, Xu. 2010 · 2010
Cited alongside, same era.
CloudSpeller: query spelling correction by using a unified hidden markov model with web-scale resources
Li, Yanen, Duan, Huizhong, & Zhai, ChengXiang. 2012 · 2012
Cited alongside, same era.
A deep graphical model for spelling correction
Raaijmakers, Stephan. 2013 · 2013
Cited alongside, same era.
Neural machine translation by jointly learning to align and translate
Bahdanau, Dzmitry, Cho, Kyunghyun, & Bengio, Yoshua. 2014 · 2014
Cited alongside, same era.
Sequence to sequence learning with neural networks
Sutskever, Ilya, Vinyals, Oriol, & Le, Quoc V. 2014 · 2014
Cited alongside, same era.
Spelling Correction of User Search Queries through Statistical Machine Translation
Hasan, Sasa, Heger, Carmen, & Mansour, Saab. 2015 · 2015
Later among the works it cites.
Neural machine translation of rare words with subword units
Sennrich, Rico, Haddow, Barry, & Birch, Alexandra. 2015 · 2015
Later among the works it cites.
A comparison of four character-level string-to-string translation models for (OCR) spelling error correction
Eger, Steffen, vor der Brück, Tim, & Mehler, Alexander. 2016 · 2016
Later among the works it cites.
Personalized Online Spell Correction for Personal Search
Gupta, Jai, Qin, Zhen, Bendersky, Michael, & Metzler, Donald. 2019 · 2019
Closest in time.
Spell checker for consumer language (CSpell)
Lu, Chris J, Aronson, Alan R, Shooshan, Sonya E, & Demner-Fushman, Dina. 2019 · 2019
Closest in time.
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