bibliography.bib

@inproceedings{java_dataset,
	author={Allamanis, Miltiadis and Sutton, Charles},
	title={{Mining Source Code Repositories at Massive Scale using Language Modeling}},
	booktitle={The 10th Working Conference on Mining Software Repositories},
	year={2013},
	pages={207--216},
	organization={IEEE}
}
@article{seq2seq_keyboard,
  author    = {Shaona Ghosh and
               Per Ola Kristensson},
  title     = {Neural Networks for Text Correction and Completion in Keyboard Decoding},
  journal   = {CoRR},
  volume    = {abs/1709.06429},
  year      = {2017},
  url       = {http://arxiv.org/abs/1709.06429},
  archivePrefix = {arXiv},
  eprint    = {1709.06429},
  timestamp = {Thu, 05 Oct 2017 09:42:58 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1709-06429},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{seq2seq_tutorial,
  author  = {Minh{-}Thang Luong and Eugene Brevdo and Rui Zhao},
  title   = {Neural Machine Translation (seq2seq) Tutorial},
  journal = {https://github.com/tensorflow/nmt},
  year    = {2017},
}
@article{seq2seq,
  author    = {Ilya Sutskever and
               Oriol Vinyals and
               Quoc V. Le},
  title     = {Sequence to Sequence Learning with Neural Networks},
  journal   = {CoRR},
  volume    = {abs/1409.3215},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.3215},
  archivePrefix = {arXiv},
  eprint    = {1409.3215},
  timestamp = {Wed, 07 Jun 2017 14:40:10 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SutskeverVL14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{lstm,
 author = {Hochreiter, Sepp and Schmidhuber, J\"{u}rgen},
 title = {Long Short-Term Memory},
 journal = {Neural Comput.},
 issue_date = {November 15, 1997},
 volume = {9},
 number = {8},
 month = nov,
 year = {1997},
 issn = {0899-7667},
 pages = {1735--1780},
 numpages = {46},
 url = {http://dx.doi.org/10.1162/neco.1997.9.8.1735},
 doi = {10.1162/neco.1997.9.8.1735},
 acmid = {1246450},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}
@article{seq2seq_on_text_correction,
  author    = {Ziang Xie and
               Anand Avati and
               Naveen Arivazhagan and
               Dan Jurafsky and
               Andrew Y. Ng},
  title     = {Neural Language Correction with Character-Based Attention},
  journal   = {CoRR},
  volume    = {abs/1603.09727},
  year      = {2016},
  url       = {http://arxiv.org/abs/1603.09727},
  archivePrefix = {arXiv},
  eprint    = {1603.09727},
  timestamp = {Wed, 07 Jun 2017 14:40:10 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/XieAAJN16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{analysis_for_editors,
 author = {Reps, Thomas and Teitelbaum, Tim and Demers, Alan},
 title = {Incremental Context-Dependent Analysis for Language-Based Editors},
 journal = {ACM Trans. Program. Lang. Syst.},
 issue_date = {July 1983},
 volume = {5},
 number = {3},
 month = jul,
 year = {1983},
 issn = {0164-0925},
 pages = {449--477},
 numpages = {29},
 url = {http://doi.acm.org/10.1145/2166.357218},
 doi = {10.1145/2166.357218},
 acmid = {357218},
 publisher = {ACM},
 address = {New York, NY, USA},
}
@article{syntax_correction_in_pl,
	author="L{\'e}vy, J. -P.",
	title="Automatic correction of syntax-errors in programming languages",
	journal="Acta Informatica",
	year="1975",
	month="Sep",
	day="01",
	volume="4",
	number="3",
	pages="271--292",
	abstract="A formal model for automatic error-correction is presented. It considers clusters of errors, using a local context to determine the corrections. The process can be embedded in left-to-right recognizers. The recognizer is used for standard syntax checking. When an error is detected, an error correction mechanism is activated which, by a limited backward then forward move, determines the possible corrections. An important aspect of this process is that it does not slow down the parsing of correct programs.",
	issn="1432-0525",
	doi="10.1007/BF00288730",
	url="https://doi.org/10.1007/BF00288730"
}
@article{attention_luong,
  author    = {Minh{-}Thang Luong and
               Hieu Pham and
               Christopher D. Manning},
  title     = {Effective Approaches to Attention-based Neural Machine Translation},
  journal   = {CoRR},
  volume    = {abs/1508.04025},
  year      = {2015},
  url       = {http://arxiv.org/abs/1508.04025},
  archivePrefix = {arXiv},
  eprint    = {1508.04025},
  timestamp = {Wed, 07 Jun 2017 14:41:36 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/LuongPM15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{hochreiter_rnn,
	author = {Hochreiter, Sepp},
	year = {1991},
	month = {04},
	pages = {},
	title = {Untersuchungen zu dynamischen neuronalen Netzen}
}
@article{rnn,
	author={P. J. Werbos},
	journal={Proceedings of the IEEE},
	title={Backpropagation through time: what it does and how to do it},
	year={1990},
	volume={78},
	number={10},
	pages={1550-1560},
	keywords={identification;neural nets;pattern recognition;backpropagation;fault diagnosis;neural networks;pattern recognition;pseudocode;systems identification;Artificial neural networks;Backpropagation;Books;Control systems;Equations;Fluid dynamics;Neural networks;Pattern recognition;Power system modeling;Supervised learning},
	doi={10.1109/5.58337},
	ISSN={0018-9219},
	month={Oct}
}
@inproceedings{visual_attention,
 author = {Mnih, Volodymyr and Heess, Nicolas and Graves, Alex and Kavukcuoglu, Koray},
 title = {Recurrent Models of Visual Attention},
 booktitle = {Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 2},
 series = {NIPS'14},
 year = {2014},
 location = {Montreal, Canada},
 pages = {2204--2212},
 numpages = {9},
 url = {http://dl.acm.org/citation.cfm?id=2969033.2969073},
 acmid = {2969073},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
}
@article{attention_bahdanau,
  author    = {Dzmitry Bahdanau and
               Kyunghyun Cho and
               Yoshua Bengio},
  title     = {Neural Machine Translation by Jointly Learning to Align and Translate},
  journal   = {CoRR},
  volume    = {abs/1409.0473},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.0473},
  archivePrefix = {arXiv},
  eprint    = {1409.0473},
  timestamp = {Wed, 07 Jun 2017 14:40:19 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/BahdanauCB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{gru,
  author    = {Kyunghyun Cho and
               Bart van Merrienboer and
               {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
               Fethi Bougares and
               Holger Schwenk and
               Yoshua Bengio},
  title     = {Learning Phrase Representations using {RNN} Encoder-Decoder for Statistical
               Machine Translation},
  journal   = {CoRR},
  volume    = {abs/1406.1078},
  year      = {2014},
  url       = {http://arxiv.org/abs/1406.1078},
  archivePrefix = {arXiv},
  eprint    = {1406.1078},
  timestamp = {Wed, 07 Jun 2017 14:43:08 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChoMGBSB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{program_check_correction,
 author = {Peterson, James L.},
 title = {Computer Programs for Detecting and Correcting Spelling Errors},
 journal = {Commun. ACM},
 issue_date = {Dec. 1980},
 volume = {23},
 number = {12},
 month = dec,
 year = {1980},
 issn = {0001-0782},
 pages = {676--687},
 numpages = {12},
 url = {http://doi.acm.org/10.1145/359038.359041},
 doi = {10.1145/359038.359041},
 acmid = {359041},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {spelling, spelling correction, spelling dictionary, spelling programs},
}
@inproceedings{data_correction,
 author = {Carlson, Gary},
 title = {Techniques for Replacing Characters That Are Garbled on Input},
 booktitle = {Proceedings of the April 26-28, 1966, Spring Joint Computer Conference},
 series = {AFIPS '66 (Spring)},
 year = {1966},
 location = {Boston, Massachusetts},
 pages = {189--193},
 numpages = {5},
 url = {http://doi.acm.org/10.1145/1464182.1464203},
 doi = {10.1145/1464182.1464203},
 acmid = {1464203},
 publisher = {ACM},
 address = {New York, NY, USA},
}
@article{digram_correction,
	title = "A statistical method of spelling correction",
	journal = "Information and Control",
	volume = "12",
	number = "2",
	pages = "79 - 93",
	year = "1968",
	issn = "0019-9958",
	doi = "https://doi.org/10.1016/S0019-9958(68)90201-5",
	url = "http://www.sciencedirect.com/science/article/pii/S0019995868902015",
	author = "Ronald W. Cornew"
}
@article{dictionary_correction,
 author = {Damerau, Fred J.},
 title = {A Technique for Computer Detection and Correction of Spelling Errors},
 journal = {Commun. ACM},
 issue_date = {March 1964},
 volume = {7},
 number = {3},
 month = mar,
 year = {1964},
 issn = {0001-0782},
 pages = {171--176},
 numpages = {6},
 url = {http://doi.acm.org/10.1145/363958.363994},
 doi = {10.1145/363958.363994},
 acmid = {363994},
 publisher = {ACM},
 address = {New York, NY, USA},
}
@article{style_transfer,
  author    = {Manuel Ruder and
               Alexey Dosovitskiy and
               Thomas Brox},
  title     = {Artistic style transfer for videos and spherical images},
  journal   = {CoRR},
  volume    = {abs/1708.04538},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.04538},
  archivePrefix = {arXiv},
  eprint    = {1708.04538},
  timestamp = {Tue, 05 Sep 2017 10:03:46 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1708-04538},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{context_sensitive_spelling,
 author = {Golding, Andrew R. and Roth, Dan},
 title = {A Winnow-Based Approach to Context-Sensitive Spelling Correction},
 journal = {Mach. Learn.},
 issue_date = {Feb. 1999},
 volume = {34},
 number = {1-3},
 month = feb,
 year = {1999},
 issn = {0885-6125},
 pages = {107--130},
 numpages = {24},
 url = {https://doi.org/10.1023/A:1007545901558},
 doi = {10.1023/A:1007545901558},
 acmid = {309503},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 keywords = {Bayesian classifiers, Winnow, context-sensitive spelling correction, multiplicative weight-update algorithms},
}
@inproceedings{context_n_gram,
 author = {Carlson, Andrew and Fette, Ian},
 title = {Memory-Based Context-Sensitive Spelling Correction at Web Scale},
 booktitle = {Proceedings of the Sixth International Conference on Machine Learning and Applications},
 series = {ICMLA '07},
 year = {2007},
 isbn = {0-7695-3069-9},
 pages = {166--171},
 numpages = {6},
 url = {http://dx.doi.org/10.1109/ICMLA.2007.73},
 doi = {10.1109/ICMLA.2007.73},
 acmid = {1337118},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}
@article{article_correction,
 author = {Han, Na-Rae and Chodorow, Martin and Leacock, Claudia},
 title = {Detecting Errors in English Article Usage by Non-native Speakers},
 journal = {Nat. Lang. Eng.},
 issue_date = {June 2006},
 volume = {12},
 number = {2},
 month = jun,
 year = {2006},
 issn = {1351-3249},
 pages = {115--129},
 numpages = {15},
 url = {http://dx.doi.org/10.1017/S1351324906004190},
 doi = {10.1017/S1351324906004190},
 acmid = {1133922},
 publisher = {Cambridge University Press},
 address = {New York, NY, USA},
}
@inproceedings{preposition_correction,
 author = {Rozovskaya, Alla and Roth, Dan},
 title = {Generating Confusion Sets for Context-sensitive Error Correction},
 booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing},
 series = {EMNLP '10},
 year = {2010},
 location = {Cambridge, Massachusetts},
 pages = {961--970},
 numpages = {10},
 url = {http://dl.acm.org/citation.cfm?id=1870658.1870752},
 acmid = {1870752},
 publisher = {Association for Computational Linguistics},
 address = {Stroudsburg, PA, USA},
}
@misc{grammatical_error_task,
	author = {Tou Ng, Hwee and siew mei, wu and Briscoe, Ted and Hadiwinoto, Christian and Hendy Susanto, Raymond and Bryant, Christopher},
	year = {2014},
	month = {01},
	pages = {1-14},
	title = {The CoNLL-2014 Shared Task on Grammatical Error Correction}
}
@article{word2vec,
  author    = {Tomas Mikolov and
               Kai Chen and
               Greg Corrado and
               Jeffrey Dean},
  title     = {Efficient Estimation of Word Representations in Vector Space},
  journal   = {CoRR},
  volume    = {abs/1301.3781},
  year      = {2013},
  url       = {http://arxiv.org/abs/1301.3781},
  archivePrefix = {arXiv},
  eprint    = {1301.3781},
  timestamp = {Wed, 07 Jun 2017 14:42:25 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1301-3781},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{pl_typing,
 author = {Liskov, Barbara and Zilles, Stephen},
 title = {Programming with Abstract Data Types},
 booktitle = {Proceedings of the ACM SIGPLAN Symposium on Very High Level Languages},
 year = {1974},
 location = {Santa Monica, California, USA},
 pages = {50--59},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/800233.807045},
 doi = {10.1145/800233.807045},
 acmid = {807045},
 publisher = {ACM},
 address = {New York, NY, USA},
}
@article{programming_assignments_correction,
  author    = {Sahil Bhatia and
               Rishabh Singh},
  title     = {Automated Correction for Syntax Errors in Programming Assignments
               using Recurrent Neural Networks},
  journal   = {CoRR},
  volume    = {abs/1603.06129},
  year      = {2016},
  url       = {http://arxiv.org/abs/1603.06129},
  archivePrefix = {arXiv},
  eprint    = {1603.06129},
  timestamp = {Wed, 07 Jun 2017 14:42:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/BhatiaS16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{rnn_syntax_correction,
 title = {Finding and correcting syntax errors using recurrent neural networks},
 author = {Santos, Eddie A and Campbell, Joshua C and Hindle, Abram and Amaral, José Nelson},
 year = 2017,
 month = aug,
 keywords = {syntax error, deep learning, program repair, n-gram, JavaScript, GitHub, RNN, LSTM, syntax error correction, neural network},
 volume = 5,
 pages = {e3123v1},
 journal = {PeerJ Preprints},
 issn = {2167-9843},
 url = {https://doi.org/10.7287/peerj.preprints.3123v1},
 doi = {10.7287/peerj.preprints.3123v1}
}
@article{timestep_limitation,
  author    = {Shuai Li and
               Wanqing Li and
               Chris Cook and
               Ce Zhu and
               Yanbo Gao},
  title     = {Independently Recurrent Neural Network (IndRNN): Building {A} Longer
               and Deeper {RNN}},
  journal   = {CoRR},
  volume    = {abs/1803.04831},
  year      = {2018},
  url       = {http://arxiv.org/abs/1803.04831},
  archivePrefix = {arXiv},
  eprint    = {1803.04831},
  timestamp = {Fri, 11 May 2018 16:54:02 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1803-04831},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{gradient_clipping,
  author    = {Razvan Pascanu and
               Tomas Mikolov and
               Yoshua Bengio},
  title     = {Understanding the exploding gradient problem},
  journal   = {CoRR},
  volume    = {abs/1211.5063},
  year      = {2012},
  url       = {http://arxiv.org/abs/1211.5063},
  archivePrefix = {arXiv},
  eprint    = {1211.5063},
  timestamp = {Wed, 07 Jun 2017 14:40:40 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1211-5063},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{lstm_vs_gru,
  author    = {Junyoung Chung and
               {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
               KyungHyun Cho and
               Yoshua Bengio},
  title     = {Empirical Evaluation of Gated Recurrent Neural Networks on Sequence
               Modeling},
  journal   = {CoRR},
  volume    = {abs/1412.3555},
  year      = {2014},
  url       = {http://arxiv.org/abs/1412.3555},
  archivePrefix = {arXiv},
  eprint    = {1412.3555},
  timestamp = {Mon, 13 Aug 2018 16:47:38 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChungGCB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{segmentation,
  author    = {Ronghang Hu and
               Piotr Doll{\'{a}}r and
               Kaiming He and
               Trevor Darrell and
               Ross B. Girshick},
  title     = {Learning to Segment Every Thing},
  journal   = {CoRR},
  volume    = {abs/1711.10370},
  year      = {2017},
  url       = {http://arxiv.org/abs/1711.10370},
  archivePrefix = {arXiv},
  eprint    = {1711.10370},
  timestamp = {Mon, 13 Aug 2018 16:47:48 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1711-10370},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@INPROCEEDINGS{face_recognition,
	author={U. Aiman and V. P. Vishwakarma}, 
	booktitle={2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT)},
	title={Face recognition using modified deep learning neural network},
	year={2017},
	volume={},
	number={},
	pages={1-5},
	keywords={computer vision;face recognition;image representation;learning (artificial intelligence);neural nets;modified deep learning neural network;face representation;fully connected layers;augmented training dataset;convolutional neural networks;face recognition problems;computer vision;CNN;RELU;standard AT&T face database;Training;Face recognition;Machine learning;Face;Training data;Databases;Gaussian noise;deep learning;face recognition;small training data},
	doi={10.1109/ICCCNT.2017.8203981},
	ISSN={},
	month={July},
}