13.4以及13.1

bibliography.bib

@@ -5937,6 +5937,275 @@ author    = {Yoshua Bengio and
   year      = {2012}
 }
 
+@article{JMLR:v15:srivastava14a,
+  author  = {Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov},
+  title   = {Dropout: A Simple Way to Prevent Neural Networks from Overfitting},
+  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},
+  publisher = {IEEE Symposium on Security and Privacy},
+  year      = {2017}
+}
+
+@inproceedings{DBLP:conf/cvpr/Moosavi-Dezfooli16,
+  author    = {Seyed-Mohsen Moosavi-Dezfooli and
+               Alhussein Fawzi and
+               Pascal Frossard},
+  title     = {DeepFool: {A} Simple and Accurate Method to Fool Deep Neural Networks},
+  pages     = {2574--2582},
+  publisher = {IEEE Conference on Computer Vision and Pattern Recognition},
+  year      = {2016}
+}
+
+@inproceedings{DBLP:conf/acl/ChengJM19,
+  author    = {Yong Cheng and
+               Lu Jiang and
+               Wolfgang Macherey},
+  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,
+  author    = {Anh Mai Nguyen and
+               Jason Yosinski and
+               Jeff Clune},
+  title     = {Deep neural networks are easily fooled: High confidence predictions
+               for unrecognizable images},
+  pages     = {427--436},
+  publisher = {IEEE Conference on Computer Vision and Pattern Recognition},
+  year      = {2015}
+}
+
+@inproceedings{DBLP:journals/corr/SzegedyZSBEGF13,
+  author    = {Christian Szegedy and
+               Wojciech Zaremba and
+               Ilya Sutskever and
+               Joan Bruna and
+               Dumitru Erhan and
+               Ian J. Goodfellow and
+               Rob Fergus},
+  title     = {Intriguing properties of neural networks},
+  publisher = {International Conference on Learning Representations},
+  year      = {2014}
+}
+
+@inproceedings{DBLP:journals/corr/GoodfellowSS14,
+  author    = {Ian J. Goodfellow and
+               Jonathon Shlens and
+               Christian Szegedy},
+  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------------------------------------------------------
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%