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mtbookv2
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a0461eb3
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a0461eb3
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Dec 18, 2020
by
单韦乔
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合并分支 'shanweiqiao' 到 'caorunzhe'
13.4以及13.1 查看合并请求
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Chapter13/Figures/figure-example-of-neural-machine-translation.png
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Chapter13/Figures/figure-true-case-of-adversarial-examples.jpg
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Chapter13/chapter13.tex
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...
@@ -5936,6 +5936,275 @@ author = {Yoshua Bengio and
...
@@ -5936,6 +5936,275 @@ author = {Yoshua Bengio and
year = {2012}
year = {2012}
}
}
@article{JMLR:v15:srivastava14a,
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journal = {Journal of Machine Learning Research},
year = {2014},
volume = {15},
pages = {1929-1958},
}
@inproceedings{DBLP:conf/amta/MullerRS20,
author = {Mathias M{\"{u}}ller and
Annette Rios and
Rico Sennrich},
title = {Domain Robustness in Neural Machine Translation},
pages = {151--164},
publisher = {Association for Machine Translation in the Americas},
year = {2020}
}
@inproceedings{DBLP:conf/sp/Carlini017,
author = {Nicholas Carlini and
David A. Wagner},
title = {Towards Evaluating the Robustness of Neural Networks},
pages = {39--57},
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year = {2017}
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@inproceedings{DBLP:conf/cvpr/Moosavi-Dezfooli16,
author = {Seyed-Mohsen Moosavi-Dezfooli and
Alhussein Fawzi and
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@inproceedings{DBLP:conf/acl/ChengJM19,
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Lu Jiang and
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title = {Robust Neural Machine Translation with Doubly Adversarial Inputs},
pages = {4324--4333},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/cvpr/NguyenYC15,
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Jason Yosinski and
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for unrecognizable images},
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@inproceedings{DBLP:journals/corr/SzegedyZSBEGF13,
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@inproceedings{DBLP:journals/corr/GoodfellowSS14,
author = {Ian J. Goodfellow and
Jonathon Shlens and
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title = {Explaining and Harnessing Adversarial Examples},
publisher = {International Conference on Learning Representations},
year = {2015}
}
@inproceedings{DBLP:conf/emnlp/JiaL17,
author = {Robin Jia and
Percy Liang},
title = {Adversarial Examples for Evaluating Reading Comprehension Systems},
pages = {2021--2031},
publisher = {Conference on Empirical Methods in Natural Language Processing},
year = {2017}
}
@inproceedings{DBLP:conf/emnlp/BekoulisDDD18,
author = {Giannis Bekoulis and
Johannes Deleu and
Thomas Demeester and
Chris Develder},
title = {Adversarial training for multi-context joint entity and relation extraction},
pages = {2830--2836},
publisher = {Conference on Empirical Methods in Natural Language Processing},
year = {2018}
}
@inproceedings{DBLP:conf/naacl/YasunagaKR18,
author = {Michihiro Yasunaga and
Jungo Kasai and
Dragomir R. Radev},
title = {Robust Multilingual Part-of-Speech Tagging via Adversarial Training},
pages = {976--986},
publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/iclr/BelinkovB18,
author = {Yonatan Belinkov and
Yonatan Bisk},
title = {Synthetic and Natural Noise Both Break Neural Machine Translation},
publisher = {International Conference on Learning Representations},
year = {2018}
}
@inproceedings{DBLP:conf/naacl/MichelLNP19,
author = {Paul Michel and
Xian Li and
Graham Neubig and
Juan Miguel Pino},
title = {On Evaluation of Adversarial Perturbations for Sequence-to-Sequence
Models},
pages = {3103--3114},
publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2019}
}
@article{Gong2018AdversarialTW,
title={Adversarial Texts with Gradient Methods},
author={Zhitao Gong and Wenlu Wang and B. Li and D. Song and W. Ku},
journal={ArXiv},
year={2018},
volume={abs/1801.07175}
}
@inproceedings{DBLP:conf/naacl/VaibhavSSN19,
author = {Vaibhav and
Sumeet Singh and
Craig Stewart and
Graham Neubig},
title = {Improving Robustness of Machine Translation with Synthetic Noise},
pages = {1916--1920},
publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/naacl/AnastasopoulosL19,
author = {Antonios Anastasopoulos and
Alison Lui and
Toan Q. Nguyen and
David Chiang},
title = {Neural Machine Translation of Text from Non-Native Speakers},
pages = {3070--3080},
publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/SinghGR18,
author = {Marco T{\'{u}}lio Ribeiro and
Sameer Singh and
Carlos Guestrin},
title = {Semantically Equivalent Adversarial Rules for Debugging {NLP} models},
pages = {856--865},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2018}
}
@article{DBLP:journals/corr/SamantaM17,
author = {Suranjana Samanta and
Sameep Mehta},
title = {Towards Crafting Text Adversarial Samples},
journal = {CoRR},
volume = {abs/1707.02812},
year = {2017}
}
@inproceedings{DBLP:conf/ijcai/0002LSBLS18,
author = {Bin Liang and
Hongcheng Li and
Miaoqiang Su and
Pan Bian and
Xirong Li and
Wenchang Shi},
title = {Deep Text Classification Can be Fooled},
pages = {4208--4215},
publisher = {International Joint Conference on Artificial Intelligence},
year = {2018}
}
@inproceedings{DBLP:conf/coling/EbrahimiLD18,
author = {Javid Ebrahimi and
Daniel Lowd and
Dejing Dou},
title = {On Adversarial Examples for Character-Level Neural Machine Translation},
pages = {653--663},
publisher = {International Conference on Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/iclr/ZhaoDS18,
author = {Zhengli Zhao and
Dheeru Dua and
Sameer Singh},
title = {Generating Natural Adversarial Examples},
publisher = {International Conference on Learning Representations},
year = {2018}
}
@inproceedings{DBLP:conf/acl/LiuTMCZ18,
author = {Yong Cheng and
Zhaopeng Tu and
Fandong Meng and
Junjie Zhai and
Yang Liu},
title = {Towards Robust Neural Machine Translation},
pages = {1756--1766},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/acl/LiuMHXH19,
author = {Hairong Liu and
Mingbo Ma and
Liang Huang and
Hao Xiong and
Zhongjun He},
title = {Robust Neural Machine Translation with Joint Textual and Phonetic
Embedding},
pages = {3044--3049},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/acl/LiLWJXZLL20,
author = {Bei Li and
Hui Liu and
Ziyang Wang and
Yufan Jiang and
Tong Xiao and
Jingbo Zhu and
Tongran Liu and
Changliang Li},
title = {Does Multi-Encoder Help? {A} Case Study on Context-Aware Neural Machine
Translation},
pages = {3512--3518},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2020}
}
@techreport{chen1999gaussian,
title={A Gaussian prior for smoothing maximum entropy models},
author={Chen, Stanley F and Rosenfeld, Ronald},
year={1999},
institution={CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE}
}
@inproceedings{DBLP:conf/emnlp/MichelN18,
author = {Paul Michel and
Graham Neubig},
title = {{MTNT:} {A} Testbed for Machine Translation of Noisy Text},
pages = {543--553},
publisher = {Conference on Empirical Methods in Natural Language Processing},
year = {2018}
}
%%%%% chapter 13------------------------------------------------------
%%%%% chapter 13------------------------------------------------------
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