bib update

7e02a60f · 曹润柘 · be0790f5 · 7e02a60f
Commit 7e02a60f authored Dec 19, 2020 by 曹润柘
--- a/bibliography.bib
+++ b/bibliography.bib
@@ -9824,21 +9824,21 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs200111327,
+@inproceedings{DBLP:journals/corr/abs200111327,
  author    = {Idris Abdulmumin and
               Bashir Shehu Galadanci and
               Abubakar Isa},
  title     = {Iterative Batch Back-Translation for Neural Machine Translation: {A}
               Conceptual Model},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  year      = {2020}
 }
-@article{DBLP:journals/corr/abs200403672,
+@inproceedings{DBLP:journals/corr/abs200403672,
  author    = {Zi-Yi Dou and
               Antonios Anastasopoulos and
               Graham Neubig},
  title     = {Dynamic Data Selection and Weighting for Iterative Back-Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  year      = {2020}
 }
 @inproceedings{DBLP:conf/emnlp/WuZHGQLL19,
@@ -9854,14 +9854,15 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-1901-09069,
+@inproceedings{DBLP:journals/corr/abs-1901-09069,
  author    = {Felipe Almeida and
               Geraldo Xex{\'{e}}o},
  title     = {Word Embeddings: {A} Survey},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-2002-06823,
+@inproceedings{DBLP:journals/corr/abs-2002-06823,
  author    = {Jinhua Zhu and
               Yingce Xia and
               Lijun Wu and
@@ -9871,7 +9872,7 @@ author    = {Zhuang Liu and
               Houqiang Li and
               Tie-Yan Liu},
  title     = {Incorporating {BERT} into Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {International Conference on Learning Representations},
  year      = {2020}
 }
 @inproceedings{song2019mass,
@@ -9883,13 +9884,13 @@ author    = {Zhuang Liu and
  title     = {{MASS:} Masked Sequence to Sequence Pre-training for Language Generation},
  volume    = {97},
  pages     = {5926--5936},
-  publisher = {{PMLR}},
+  publisher = {International Conference on Machine Learning},
  year      = {2019}
 }
-@article{DBLP:journals/corr/Ruder17a,
+@inproceedings{DBLP:journals/corr/Ruder17a,
  author    = {Sebastian Ruder},
  title     = {An Overview of Multi-Task Learning in Deep Neural Networks},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1706.05098},
  year      = {2017}
 }
@@ -9903,9 +9904,10 @@ author    = {Zhuang Liu and
  title     = {Dual Supervised Learning},
  volume    = {70},
  pages     = {3789--3798},
-  publisher = {{PMLR}},
+  publisher = {International Conference on Machine Learning},
  year      = {2017}
 }
 @inproceedings{DBLP:conf/nips/HeXQWYLM16,
  author    = {Di He and
               Yingce Xia and
@@ -9946,12 +9948,12 @@ author    = {Zhuang Liu and
  title     = {Analyzing Uncertainty in Neural Machine Translation},
  volume    = {80},
  pages     = {3953--3962},
-  publisher = {{PMLR}},
+  publisher = {International Conference on Machine Learning},
  year      = {2018}
 }
 @inproceedings{finding2006adafre,
  author    = {S. F. Adafre and Maarten de Rijke},
-  title     = {Finding Similar Sentences across Multiple Languages in Wikipedia },
+  title     = {Finding Similar Sentences across Multiple Languages in Wikipedia},
  publisher = {Annual Conference of the European Association for Machine Translation},
  year      = {2006}
 }
@@ -9961,12 +9963,12 @@ author    = {Zhuang Liu and
  publisher = {AAAI Conference on Artificial Intelligence},
  year      = {2008}
 }
-@article{DBLP:journals/coling/MunteanuM05,
+@inproceedings{DBLP:journals/coling/MunteanuM05,
  author    = {Dragos Stefan Munteanu and
               Daniel Marcu},
  title     = {Improving Machine Translation Performance by Exploiting Non-Parallel
               Corpora},
-  journal   = {Computational Linguistics},
+  publisher   = {Computational Linguistics},
  volume    = {31},
  number    = {4},
  pages     = {477--504},
@@ -10020,9 +10022,9 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{2015OnGulcehre,
+@inproceedings{2015OnGulcehre,
  title = {On Using Monolingual Corpora in Neural Machine Translation},
-  author = { Gulcehre Caglar  and  
+  author = {Gulcehre Caglar  and  
           Firat Orhan  and  
           Xu Kelvin  and  
           Cho Kyunghyun  and  
@@ -10030,8 +10032,8 @@ author    = {Zhuang Liu and
           Lin Huei Chi  and  
           Bougares Fethi  and  
           Schwenk Holger  and  
-           Bengio  Yoshua },
+           Bengio  Yoshua},
-  journal = {Computer Science},
+  publisher = {Computer Science},
  year = {2015},
 }
 @phdthesis{黄书剑0统计机器翻译中的词对齐研究,
@@ -10040,12 +10042,12 @@ author    = {Zhuang Liu and
  publisher={南京大学},
  year={2012}
 }
-@article{DBLP:journals/corr/MikolovLS13,
+@inproceedings{DBLP:journals/corr/MikolovLS13,
  author    = {Tomas Mikolov and
               Quoc V. Le and
               Ilya Sutskever},
  title     = {Exploiting Similarities among Languages for Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1309.4168},
  year      = {2013}
 }
@@ -10065,10 +10067,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2017}
 }
-@article{1966ASchnemann,
+@inproceedings{1966ASchnemann,
  title={A generalized solution of the orthogonal procrustes problem},
-  author={Schnemann, Peter H. },
+  author={Schnemann and Peter},
-  journal={Psychometrika},
+  publisher={Psychometrika},
  volume={31},
  number={1},
  pages={1-10},
@@ -10146,12 +10148,12 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/talip/MarieF20,
+@inproceedings{DBLP:journals/talip/MarieF20,
  author    = {Benjamin Marie and
               Atsushi Fujita},
  title     = {Iterative Training of Unsupervised Neural and Statistical Machine
               Translation Systems},
-  journal   = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.},
+  publisher   = {ACM Transactions on Asian and Low-Resource Language Information Processing},
  volume    = {19},
  number    = {5},
  pages     = {68:1--68:21},
@@ -10185,7 +10187,7 @@ author    = {Zhuang Liu and
  pages     = {7057--7067},
  year      = {2019}
 }
-@article{DBLP:journals/ipm/FarhanTAJATT20,
+@inproceedings{DBLP:journals/ipm/FarhanTAJATT20,
  author    = {Wael Farhan and
               Bashar Talafha and
               Analle Abuammar and
@@ -10194,13 +10196,13 @@ author    = {Zhuang Liu and
               Ahmad Bisher Tarakji and
               Anas Toma},
  title     = {Unsupervised dialectal neural machine translation},
-  journal   = {Information Processing \& Management},
+  publisher   = {Information Processing \& Management},
  volume    = {57},
  number    = {3},
  pages     = {102181},
  year      = {2020}
 }
-@article{A2020Li,
+@inproceedings{A2020Li,
  title={A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction},
  author={Yanyang Li and Yingfeng Luo and Ye Lin and Quan Du and Huizhen Wang and Shujian Huang and Tong Xiao and Jingbo Zhu},
  publisher={International Conference on Computational Linguistics},
@@ -10245,7 +10247,8 @@ author    = {Zhuang Liu and
  publisher = {AAAI Conference on Artificial Intelligence},
  year      = {2020}
 }
-@article{DBLP:journals/corr/abs-2001-08210,
+@inproceedings{DBLP:journals/corr/abs-2001-08210,
  author    = {Yinhan Liu and
               Jiatao Gu and
               Naman Goyal and
@@ -10255,10 +10258,13 @@ author    = {Zhuang Liu and
               Mike Lewis and
               Luke Zettlemoyer},
  title     = {Multilingual Denoising Pre-training for Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {Transactions of the Association for Computational Linguistics},
-  volume    = {abs/2001.08210},
+  volume    = {8},
+  pages     = {726--742},
  year      = {2020}
 }
 @inproceedings{DBLP:conf/aaai/JiZDZCL20,
  author    = {Baijun Ji and
               Zhirui Zhang and
@@ -10287,25 +10293,25 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2020}
 }
-@article{DBLP:journals/corr/abs-2009-08088,
+@inproceedings{DBLP:journals/corr/abs-2009-08088,
  author    = {Zhen Yang and
               Bojie Hu and
               Ambyera Han and
               Shen Huang and
               Qi Ju},
-  title     = {Code-switching pre-training for neural machine translation},
+  title     = {{CSP:} Code-Switching Pre-training for Neural Machine Translation},
-  journal   = {CoRR},
+  pages     = {2624--2636},
-  volume    = {abs/2009.08088},
+  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2020}
 }
-@article{DBLP:journals/corr/abs-2010-09403,
+@inproceedings{DBLP:journals/corr/abs-2010-09403,
  author    = {Dusan Varis and
               Ondrej Bojar},
  title     = {Unsupervised Pretraining for Neural Machine Translation Using Elastic
               Weight Consolidation},
-  journal   = {CoRR},
+  pages     = {130--135},
-  volume    = {abs/2010.09403},
+  publisher = {Annual Meeting of the Association for Computational Linguistics},
-  year      = {2020}
+  year      = {2019}
 }
 @inproceedings{DBLP:conf/emnlp/LampleOCDR18,
  author    = {Guillaume Lample and
@@ -10318,11 +10324,11 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2018}
 }
-@article{DBLP:journals/jbd/ShortenK19,
+@inproceedings{DBLP:journals/jbd/ShortenK19,
  author    = {Connor Shorten and
               Taghi M. Khoshgoftaar},
  title     = {A survey on Image Data Augmentation for Deep Learning},
-  journal   = {J. Big Data},
+  publisher   = {Journal of Big Data},
  volume    = {6},
  pages     = {60},
  year      = {2019}
@@ -10345,13 +10351,13 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-1811-01124,
+@inproceedings{DBLP:journals/corr/abs-1811-01124,
  author    = {Jean Alaux and
               Edouard Grave and
               Marco Cuturi and
               Armand Joulin},
  title     = {Unsupervised Hyperalignment for Multilingual Word Embeddings},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1811.01124},
  year      = {2018}
 }
@@ -10450,9 +10456,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Annual Meeting of the Association for Computational Linguistics},
  year      = {2020}
 }
-@article{hartmann2018empirical,
+@inproceedings{hartmann2018empirical,
  title={Empirical observations on the instability of aligning word vector spaces with GANs},
  author={Hartmann, Mareike and Kementchedjhieva, Yova and S{\o}gaard, Anders},
+  publisher = {openreview.net},
  year={2018}
 }
 @inproceedings{DBLP:conf/emnlp/Kementchedjhieva19,
@@ -10515,9 +10522,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{2019ADabre,
+@inproceedings{2019ADabre,
  title={A Survey of Multilingual Neural Machine Translation},
  author={Dabre, Raj  and  Chu, Chenhui  and  Kunchukuttan, Anoop },
+  publisher={ACM Computing Surveys},
  year={2019},
 }
 @inproceedings{DBLP:conf/naacl/ZophK16,
@@ -10550,17 +10558,17 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2017}
 }
-@article{DBLP:journals/mt/WuW07,
+@inproceedings{DBLP:journals/mt/WuW07,
  author    = {Hua Wu and
               Haifeng Wang},
  title     = {Pivot language approach for phrase-based statistical machine translation},
-  journal   = {Mach. Transl.},
+  publisher   = {Machine Translation},
  volume    = {21},
  number    = {3},
  pages     = {165--181},
  year      = {2007}
 }
-@article{Farsi2010somayeh,
+@inproceedings{Farsi2010somayeh,
  author    = {Somayeh Bakhshaei and Shahram Khadivi and Noushin Riahi },
  title     = {Farsi-german statistical machine translation through bridge language},
  publisher   = {International Telecommunications Symposium},
@@ -10587,7 +10595,7 @@ author    = {Zhuang Liu and
  title     = {Improving Pivot-Based Statistical Machine Translation by Pivoting
               the Co-occurrence Count of Phrase Pairs},
  pages     = {1665--1675},
-  publisher = {{ACL}},
+  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2014}
 }
 @inproceedings{DBLP:conf/acl/MiuraNSTN15,
@@ -10617,14 +10625,14 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2009}
 }
-@article{DBLP:journals/corr/ChengLYSX16,
+@inproceedings{DBLP:journals/corr/ChengLYSX16,
  author    = {Yong Cheng and
               Yang Liu and
               Qian Yang and
               Maosong Sun and
               Wei Xu},
  title     = {Neural Machine Translation with Pivot Languages},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1611.04928},
  year      = {2016}
 }
@@ -10640,7 +10648,7 @@ author    = {Zhuang Liu and
 @inproceedings{de2006catalan,
  title={Catalan-English statistical machine translation without parallel corpus: bridging through Spanish},
  author={De Gispert, Adri{\`a} and Marino, Jose B},
-  booktitle={Proc. of 5th International Conference on Language Resources and Evaluation (LREC)},
+  publisher={International Conference on Language Resources and Evaluation},
  pages={65--68},
  year={2006}
 }
@@ -10662,21 +10670,28 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2011}
 }
-@article{DBLP:journals/corr/HintonVD15,
+@inproceedings{DBLP:journals/corr/HintonVD15,
  author    = {Geoffrey E. Hinton and
               Oriol Vinyals and
               Jeffrey Dean},
  title     = {Distilling the Knowledge in a Neural Network},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1503.02531},
  year      = {2015}
 }
-@article{gu2018meta,
-  title={Meta-learning for low-resource neural machine translation},
+@inproceedings{gu2018meta,
-  author={Gu, Jiatao and Wang, Yong and Chen, Yun and Cho, Kyunghyun and Li, Victor OK},
+  author    = {Jiatao Gu and
-  journal={arXiv preprint arXiv:1808.08437},
+               Yong Wang and
-  year={2018}
+               Yun Chen and
+               Victor O. K. Li and
+               Kyunghyun Cho},
+  title     = {Meta-Learning for Low-Resource Neural Machine Translation},
+  pages     = {3622--3631},
+  publisher = {Conference on Empirical Methods in Natural Language Processing},
+  year      = {2018}
 }
 @inproceedings{DBLP:conf/naacl/GuHDL18,
  author    = {Jiatao Gu and
               Hany Hassan and
@@ -10718,11 +10733,11 @@ author    = {Zhuang Liu and
  publisher = {European Language Resources Association},
  year      = {2018}
 }
-@article{DBLP:journals/tkde/PanY10,
+@inproceedings{DBLP:journals/tkde/PanY10,
  author    = {Sinno Jialin Pan and
               Qiang Yang},
  title     = {A Survey on Transfer Learning},
-  journal   = {IEEE Transactions on knowledge and data engineering},
+  publisher   = {IEEE Transactions on knowledge and data engineering},
  volume    = {22},
  number    = {10},
  pages     = {1345--1359},
@@ -10730,14 +10745,14 @@ author    = {Zhuang Liu and
 }
 @book{2009Handbook,
  title={Handbook Of Research On Machine Learning Applications and Trends: Algorithms, Methods and Techniques - 2 Volumes},
-  author={ Olivas, Emilio Soria  and  Guerrero, Jose David Martin  and  Sober, Marcelino Martinez  and  Benedito, Jose Rafael Magdalena  and  Lopez, Antonio Jose Serrano },
+  author={Olivas, Emilio Soria  and  Guerrero, Jose David Martin  and  Sober, Marcelino Martinez  and  Benedito, Jose Rafael Magdalena  and  Lopez, Antonio Jose Serrano },
  publisher={Information Science Reference - Imprint of: IGI Publishing},
  year={2009},
 }
 @incollection{DBLP:books/crc/aggarwal14/Pan14,
  author    = {Sinno Jialin Pan},
  title     = {Transfer Learning},
-  booktitle = {Data Classification: Algorithms and Applications},
+  publisher = {Data Classification: Algorithms and Applications},
  pages     = {537--570},
  publisher = {{CRC} Press},
  year      = {2014}
@@ -10753,16 +10768,22 @@ author    = {Zhuang Liu and
  publisher = {OpenReview.net},
  year      = {2019}
 }
-@article{platanios2018contextual,
-  title={Contextual parameter generation for universal neural machine translation},
-  author={Platanios, Emmanouil Antonios and Sachan, Mrinmaya and Neubig, Graham and Mitchell, Tom},
+@inproceedings{platanios2018contextual,
-  journal={arXiv preprint arXiv:1808.08493},
+  author    = {Emmanouil Antonios Platanios and
-  year={2018}
+               Mrinmaya Sachan and
+               Graham Neubig and
+               Tom M. Mitchell},
+  title     = {Contextual Parameter Generation for Universal Neural Machine Translation},
+  pages     = {425--435},
+  publisher = {Conference on Empirical Methods in Natural Language Processing},
+  year      = {2018}
 }
 @inproceedings{ji2020cross,
  title={Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation},
  author={Ji, Baijun and Zhang, Zhirui and Duan, Xiangyu and Zhang, Min and Chen, Boxing and Luo, Weihua},
-  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
+  publisher={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={34},
  number={01},
  pages={115--122},
@@ -10798,16 +10819,16 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2009}
 }
-@article{dabre2019brief,
+@inproceedings{dabre2019brief,
  title={A Brief Survey of Multilingual Neural Machine Translation},
  author={Dabre, Raj and Chu, Chenhui and Kunchukuttan, Anoop},
-  journal={arXiv preprint arXiv:1905.05395},
+  publisher={arXiv preprint arXiv:1905.05395},
  year={2019}
 }
-@article{dabre2020survey,
+@inproceedings{dabre2020survey,
  title={A survey of multilingual neural machine translation},
  author={Dabre, Raj and Chu, Chenhui and Kunchukuttan, Anoop},
-  journal={ACM Computing Surveys (CSUR)},
+  publisher={ACM Computing Surveys},
  volume={53},
  number={5},
  pages={1--38},
@@ -10843,13 +10864,13 @@ author    = {Zhuang Liu and
  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2018}
 }
-@article{DBLP:journals/tacl/LeeCH17,
+@inproceedings{DBLP:journals/tacl/LeeCH17,
  author    = {Jason Lee and
               Kyunghyun Cho and
               Thomas Hofmann},
  title     = {Fully Character-Level Neural Machine Translation without Explicit
               Segmentation},
-  journal   = {Transactions of the Association for Computational Linguistics},
+  publisher   = {Transactions of the Association for Computational Linguistics},
  volume    = {5},
  pages     = {365--378},
  year      = {2017}
@@ -10864,13 +10885,13 @@ author    = {Zhuang Liu and
  publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
  year      = {2016}
 }
-@article{DBLP:journals/corr/HaNW16,
+@inproceedings{DBLP:journals/corr/HaNW16,
  author    = {Thanh-Le Ha and
               Jan Niehues and
               Alexander H. Waibel},
  title     = {Toward Multilingual Neural Machine Translation with Universal Encoder
               and Decoder},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1611.04798},
  year      = {2016}
 }
@@ -10937,7 +10958,7 @@ author    = {Zhuang Liu and
  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-1903-07091,
+@inproceedings{DBLP:journals/corr/abs-1903-07091,
  author    = {Naveen Arivazhagan and
               Ankur Bapna and
               Orhan Firat and
@@ -10945,7 +10966,7 @@ author    = {Zhuang Liu and
               Melvin Johnson and
               Wolfgang Macherey},
  title     = {The Missing Ingredient in Zero-Shot Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1903.07091},
  year      = {2019}
 }
@@ -10957,19 +10978,27 @@ author    = {Zhuang Liu and
  publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{firat2016zero,
-  title={Zero-resource translation with multi-lingual neural machine translation},
-  author={Firat, Orhan and Sankaran, Baskaran and Al-Onaizan, Yaser and Vural, Fatos T Yarman and Cho, Kyunghyun},
+@inproceedings{firat2016zero,
-  journal={arXiv preprint arXiv:1606.04164},
+  author    = {Orhan Firat and
-  year={2016}
+               Baskaran Sankaran and
+               Yaser Al-Onaizan and
+               Fatos T. Yarman-Vural and
+               Kyunghyun Cho},
+  title     = {Zero-Resource Translation with Multi-Lingual Neural Machine Translation},
+  pages     = {268--277},
+  publisher = {Conference on Empirical Methods in Natural Language Processing},
+  year      = {2016}
 }
-@article{DBLP:journals/corr/abs-1805-10338,
+@inproceedings{DBLP:journals/corr/abs-1805-10338,
  author    = {Lierni Sestorain and
               Massimiliano Ciaramita and
               Christian Buck and
               Thomas Hofmann},
  title     = {Zero-Shot Dual Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1805.10338},
  year      = {2018}
 }
@@ -11049,7 +11078,7 @@ author    = {Zhuang Liu and
               Yoshua Bengio and
               Pierre-Antoine Manzagol},
  title     = {Extracting and composing robust features with denoising autoencoders},
-  series    = {{ACM} International Conference Proceeding Series},
+  series    = {International Conference on Learning Representations},
  volume    = {307},
  pages     = {1096--1103},
  publisher = {International Conference on Machine Learning}
@@ -11063,20 +11092,20 @@ author    = {Zhuang Liu and
  publisher = {International Conference on Learning Representations},
  year      = {2018}
 }
-@article{DBLP:journals/coling/BhagatH13,
+@inproceedings{DBLP:journals/coling/BhagatH13,
  author    = {Rahul Bhagat and
               Eduard H. Hovy},
  title     = {What Is a Paraphrase?},
-  journal   = {Computational Linguistics},
+  publisher   = {Computational Linguistics},
  volume    = {39},
  number    = {3},
  pages     = {463--472},
  year      = {2013}
 }
-@article{2010Generating,
+@inproceedings{2010Generating,
  title={Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods},
  author={ Madnani, Nitin  and  Dorr, Bonnie J. },
-  journal={Computational Linguistics},
+  publisher={Computational Linguistics},
  volume={36},
  number={3},
  pages={341-387},
@@ -11109,10 +11138,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Conference of the European Association for Machine Translation},
  year      = {2017}
 }
-@article{2005Improving,
+@inproceedings{2005Improving,
  title={Improving Machine Translation Performance by Exploiting Non-Parallel Corpora},
  author={ Munteanu, Ds  and  Marcu, D },
-  journal={Computational Linguistics},
+  publisher={Computational Linguistics},
  volume={31},
  number={4},
  pages={477-504},
@@ -11128,12 +11157,12 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2010}
 }
-@article{DBLP:journals/jair/RuderVS19,
+@inproceedings{DBLP:journals/jair/RuderVS19,
  author    = {Sebastian Ruder and
               Ivan Vulic and
               Anders S{\o}gaard},
  title     = {A Survey of Cross-lingual Word Embedding Models},
-  journal   = {J. Artif. Intell. Res.},
+  publisher   = {Journal of Artificial Intelligence Research},
  volume    = {65},
  pages     = {569--631},
  year      = {2019}
@@ -11148,14 +11177,14 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2016}
 }
-@article{DBLP:journals/tacl/TuLLLL17,
+@inproceedings{DBLP:journals/tacl/TuLLLL17,
  author    = {Zhaopeng Tu and
               Yang Liu and
               Zhengdong Lu and
               Xiaohua Liu and
               Hang Li},
  title     = {Context Gates for Neural Machine Translation},
-  journal   = {Annual Meeting of the Association for Computational Linguistics},
+  publisher   = {Annual Meeting of the Association for Computational Linguistics},
  volume    = {5},
  pages     = {87--99},
  year      = {2017}
@@ -11175,12 +11204,21 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2017}
 }
-@article{ng2019facebook,
-  title={Facebook FAIR's WMT19 News Translation Task Submission},
-  author={Ng, Nathan and Yee, Kyra and Baevski, Alexei and Ott, Myle and Auli, Michael and Edunov, Sergey},
+@inproceedings{ng2019facebook,
-  journal={arXiv preprint arXiv:1907.06616},
+  author    = {Nathan Ng and
-  year={2019}
+               Kyra Yee and
+               Alexei Baevski and
+               Myle Ott and
+               Michael Auli and
+               Sergey Edunov},
+  title     = {Facebook FAIR's {WMT19} News Translation Task Submission},
+  pages     = {314--319},
+  publisher = {Association for Computational Linguistics},
+  year      = {2019}
 }
 @inproceedings{DBLP:conf/wmt/WangLLJZLLXZ18,
  author    = {Qiang Wang and
               Bei Li and
@@ -11227,7 +11265,9 @@ author    = {Zhuang Liu and
  publisher = {Conference and Workshop on Neural Information Processing Systems},
  year      = {2015}
 }
-@article{DBLP:journals/corr/abs-1802-05365,
+@inproceedings{DBLP:journals/corr/abs-1802-05365,
  author    = {Matthew E. Peters and
               Mark Neumann and
               Mohit Iyyer and
@@ -11235,11 +11275,12 @@ author    = {Zhuang Liu and
               Christopher Clark and
               Kenton Lee and
               Luke Zettlemoyer},
-  title     = {Deep contextualized word representations},
+  title     = {Deep Contextualized Word Representations},
-  journal   = {CoRR},
+  pages     = {2227--2237},
-  volume    = {abs/1802.05365},
+  publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
  year      = {2018}
 }
 @inproceedings{DBLP:conf/icml/CollobertW08,
  author    = {Ronan Collobert and
               Jason Weston},
@@ -11296,13 +11337,13 @@ author    = {Zhuang Liu and
  publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-1908-06259,
+@inproceedings{DBLP:journals/corr/abs-1908-06259,
  author    = {Tianyu He and
               Xu Tan and
               Tao Qin},
  title     = {Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform
               in Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1908.06259},
  year      = {2019}
 }
@@ -11327,12 +11368,18 @@ author    = {Zhuang Liu and
  publisher = {Springer},
  year      = {1998}
 }
-@article{liu2019multi,
-  title={Multi-task deep neural networks for natural language understanding},
+@inproceedings{liu2019multi,
-  author={Liu, Xiaodong and He, Pengcheng and Chen, Weizhu and Gao, Jianfeng},
+  author    = {Xiaodong Liu and
-  journal={arXiv preprint arXiv:1901.11504},
+               Pengcheng He and
-  year={2019}
+               Weizhu Chen and
+               Jianfeng Gao},
+  title     = {Multi-Task Deep Neural Networks for Natural Language Understanding},
+  pages     = {4487--4496},
+  publisher = {Annual Meeting of the Association for Computational Linguistics},
+  year      = {2019}
 }
 @inproceedings{DBLP:journals/corr/LuongLSVK15,
  author    = {Minh-Thang Luong and
               Quoc V. Le and
@@ -11351,7 +11398,7 @@ author    = {Zhuang Liu and
  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2016}
 }
-@article{DBLP:journals/tacl/JohnsonSLKWCTVW17,
+@inproceedings{DBLP:journals/tacl/JohnsonSLKWCTVW17,
  author    = {Melvin Johnson and
               Mike Schuster and
               Quoc V. Le and
@@ -11366,19 +11413,19 @@ author    = {Zhuang Liu and
               Jeffrey Dean},
  title     = {Google's Multilingual Neural Machine Translation System: Enabling
               Zero-Shot Translation},
-  journal   = {Transactions of the Association for Computational Linguistics},
+  publisher   = {Transactions of the Association for Computational Linguistics},
  volume    = {5},
  pages     = {339--351},
  year      = {2017}
 }
-@article{DBLP:journals/csl/GulcehreFXCB17,
+@inproceedings{DBLP:journals/csl/GulcehreFXCB17,
  author    = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
               Orhan Firat and
               Kelvin Xu and
               Kyunghyun Cho and
               Yoshua Bengio},
  title     = {On integrating a language model into neural machine translation},
-  journal   = {Computational Linguistics},
+  publisher   = {Computational Linguistics},
  volume    = {45},
  pages     = {137--148},
  year      = {2017}
@@ -11446,10 +11493,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2013}
 }
-@article{imamura2016multi,
+@inproceedings{imamura2016multi,
  title={Multi-domain adaptation for statistical machine translation based on feature augmentation},
  author={Imamura, Kenji and Sumita, Eiichiro},
-  journal={Association for Machine Translation in the Americas},
+  publisher={Association for Machine Translation in the Americas},
  pages={79},
  year={2016}
 }
@@ -11472,10 +11519,10 @@ author    = {Zhuang Liu and
  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2010}
 }
-@article{shah2012general,
+@inproceedings{shah2012general,
  title={A general framework to weight heterogeneous parallel data for model adaptation in statistical machine translation},
  author={Shah, Kashif and Barrault, Lo{\i}c and Schwenk, Holger and Le Mans, France},
-  journal={MT Summit, Octobre},
+  publisher={Machine Translation Summit},
  year={2012}
 }
 @inproceedings{DBLP:conf/iwslt/MansourN12,
@@ -11531,17 +11578,17 @@ author    = {Zhuang Liu and
  publisher = {International Conference on Computational Linguistics},
  year      = {2014}
 }
-@article{joty2015using,
+@inproceedings{joty2015using,
  title={Using joint models for domain adaptation in statistical machine translation},
  author={Joty, Nadir Durrani Hassan Sajjad Shafiq and Vogel, Ahmed Abdelali Stephan},
-  journal={Proceedings of MT Summit XV},
+  publisher={Proceedings of MT Summit XV},
  pages={117},
  year={2015}
 }
 @inproceedings{chen2016bilingual,
  title={Bilingual methods for adaptive training data selection for machine translation},
  author={Chen, Boxing and Kuhn, Roland and Foster, George and Cherry, Colin and Huang, Fei},
-  booktitle={Association for Machine Translation in the Americas},
+  publisher={Association for Machine Translation in the Americas},
  pages={93--103},
  year={2016}
 }
@@ -11612,7 +11659,7 @@ author    = {Zhuang Liu and
  publisher={International Workshop on Spoken Language Translation},
  year={2011}
 }
-@article{moore2010intelligent,
+@inproceedings{moore2010intelligent,
  title = {Intelligent selection of language model training data},
  author = {Moore, Robert C and Lewis, Will},
  publisher = {Annual Meeting of the Association for Computational Linguistics},
@@ -11659,16 +11706,16 @@ author    = {Zhuang Liu and
  publisher = {International Conference on Computational Linguistics},
  year      = {2016}
 }
-@article{chu2015integrated,
+@inproceedings{chu2015integrated,
  title={Integrated parallel data extraction from comparable corpora for statistical machine translation},
  author={Chu, Chenhui},
  year={2015},
  publisher={Kyoto University}
 }
-@article{DBLP:journals/tit/Scudder65a,
+@inproceedings{DBLP:journals/tit/Scudder65a,
  author    = {H. J. Scudder III},
  title     = {Probability of error of some adaptive pattern-recognition machines},
-  journal   = {{IEEE} Transactions on Information Theory},
+  publisher   = {{IEEE} Transactions on Information Theory},
  volume    = {11},
  number    = {3},
  pages     = {363--371},
@@ -11682,14 +11729,14 @@ author    = {Zhuang Liu and
  publisher = {International Conference on Computational Linguistics},
  year      = {2018}
 }
-@article{DBLP:journals/corr/abs-1708-08712,
+@inproceedings{DBLP:journals/corr/abs-1708-08712,
  author    = {Hassan Sajjad and
               Nadir Durrani and
               Fahim Dalvi and
               Yonatan Belinkov and
               Stephan Vogel},
  title     = {Neural Machine Translation Training in a Multi-Domain Scenario},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1708.08712},
  year      = {2017}
 }
@@ -11756,7 +11803,7 @@ author    = {Zhuang Liu and
 @inproceedings{britz2017effective,
  title={Effective domain mixing for neural machine translation},
  author={Britz, Denny and Le, Quoc and Pryzant, Reid},
-  booktitle={Proceedings of the Second Conference on Machine Translation},
+  publisher={Proceedings of the Second Conference on Machine Translation},
  pages={118--126},
  year={2017}
 }
@@ -11791,21 +11838,21 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2017}
 }
-@article{DBLP:journals/corr/abs-1906-03129,
+@inproceedings{DBLP:journals/corr/abs-1906-03129,
  author    = {Shen Yan and
               Leonard Dahlmann and
               Pavel Petrushkov and
               Sanjika Hewavitharana and
               Shahram Khadivi},
  title     = {Word-based Domain Adaptation for Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1906.03129},
  year      = {2019}
 }
-@article{dakwale2017finetuning,
+@inproceedings{dakwale2017finetuning,
  title={Finetuning for neural machine translation with limited degradation across in-and out-of-domain data},
  author={Dakwale, Praveen and Monz, Christof},
-  journal={Proceedings of the XVI Machine Translation Summit},
+  publisher={Proceedings of the XVI Machine Translation Summit},
  volume={117},
  year={2017}
 }
@@ -11822,12 +11869,19 @@ author    = {Zhuang Liu and
  publisher = {Conference on Empirical Methods in Natural Language Processing},
  year      = {2019}
 }
-@article{barone2017regularization,
-  title={Regularization techniques for fine-tuning in neural machine translation},
-  author={Barone, Antonio Valerio Miceli and Haddow, Barry and Germann, Ulrich and Sennrich, Rico},
+@inproceedings{barone2017regularization,
-  journal={arXiv preprint arXiv:1707.09920},
+  author    = {Antonio Valerio Miceli Barone and
-  year={2017}
+               Barry Haddow and
+               Ulrich Germann and
+               Rico Sennrich},
+  title     = {Regularization techniques for fine-tuning in neural machine translation},
+  pages     = {1489--1494},
+  publisher = {Conference on Empirical Methods in Natural Language Processing},
+  year      = {2017}
 }
 @inproceedings{DBLP:conf/acl/SaundersB20,
  author    = {Danielle Saunders and
               Bill Byrne},
@@ -11840,7 +11894,7 @@ author    = {Zhuang Liu and
 @inproceedings{khayrallah2017neural,
  title={Neural lattice search for domain adaptation in machine translation},
  author={Khayrallah, Huda and Kumar, Gaurav and Duh, Kevin and Post, Matt and Koehn, Philipp},
-  booktitle={Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
+  publisher={Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  pages={20--25},
  year={2017}
 }
@@ -11854,11 +11908,11 @@ author    = {Zhuang Liu and
  publisher = {Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/FreitagA16,
+@inproceedings{DBLP:journals/corr/FreitagA16,
  author    = {Markus Freitag and
               Yaser Al-Onaizan},
  title     = {Fast Domain Adaptation for Neural Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1612.06897},
  year      = {2016}
 }
@@ -11881,10 +11935,10 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2017}
 }
-@article{DBLP:journals/ibmrd/Luhn58,
+@inproceedings{DBLP:journals/ibmrd/Luhn58,
  author    = {Hans Peter Luhn},
  title     = {The Automatic Creation of Literature Abstracts},
-  journal   = {{IBM} J. Res. Dev.},
+  publisher   = {IBM Journal of research and development},
  volume    = {2},
  number    = {2},
  pages     = {159--165},
@@ -11947,7 +12001,7 @@ author    = {Zhuang Liu and
  publisher = {Annual Conference of the North American Chapter of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-2010-11125,
+@inproceedings{DBLP:journals/corr/abs-2010-11125,
  author    = {Angela Fan and
               Shruti Bhosale and
               Holger Schwenk and
@@ -11966,7 +12020,7 @@ author    = {Zhuang Liu and
               Michael Auli and
               Armand Joulin},
  title     = {Beyond English-Centric Multilingual Machine Translation},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/2010.11125},
  year      = {2020}
 }
@@ -12038,13 +12092,13 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2019}
 }
-@article{DBLP:journals/ejasmp/RadzikowskiNWY19,
+@inproceedings{DBLP:journals/ejasmp/RadzikowskiNWY19,
  author    = {Kacper Radzikowski and
               Robert Nowak and
               Le Wang and
               Osamu Yoshie},
  title     = {Dual supervised learning for non-native speech recognition},
-  journal   = {{EURASIP} J. Audio Speech Music. Process.},
+  publisher   = {EURASIP Journal on Audio, Speech, and Music Processing},
  volume    = {2019},
  pages     = {3},
  year      = {2019}
@@ -12066,13 +12120,13 @@ author    = {Zhuang Liu and
  publisher = {{IEEE} Computer Society},
  year      = {2017}
 }
-@article{DBLP:journals/access/DuRZH20,
+@inproceedings{DBLP:journals/access/DuRZH20,
  author    = {Liang Du and
               Xin Ren and
               Peng Zhou and
               Zhiguo Hu},
  title     = {Unsupervised Dual Learning for Feature and Instance Selection},
-  journal   = {{IEEE} Access},
+  publisher   = {{IEEE} Access},
  volume    = {8},
  pages     = {170248--170260},
  year      = {2020}
@@ -12086,6 +12140,7 @@ author    = {Zhuang Liu and
  publisher = {Annual Meeting of the Association for Computational Linguistics},
  year      = {2020}
 }
 @inproceedings{DBLP:conf/nips/YangDYCSL19,
  author    = {Zhilin Yang and
               Zihang Dai and
@@ -12094,13 +12149,14 @@ author    = {Zhuang Liu and
               Ruslan Salakhutdinov and
               Quoc V. Le},
  title     = {XLNet: Generalized Autoregressive Pretraining for Language Understanding},
+  publisher = {Annual Conference on Neural Information Processing Systems},
  pages     = {5754--5764},
  year      = {2019}
 }
-@article{lewis2019bart,
+@inproceedings{lewis2019bart,
  title={Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension},
  author={Lewis, Mike and Liu, Yinhan and Goyal, Naman and Ghazvininejad, Marjan and Mohamed, Abdelrahman and Levy, Omer and Stoyanov, Ves and Zettlemoyer, Luke},
-  journal={arXiv preprint arXiv:1910.13461},
+  publisher={arXiv preprint arXiv:1910.13461},
  year={2019}
 }
 @inproceedings{DBLP:conf/iclr/LanCGGSS20,
@@ -12152,7 +12208,7 @@ author    = {Zhuang Liu and
  publisher = {International Conference on Computer Vision},
  year      = {2019}
 }
-@article{DBLP:journals/corr/abs-2010-12831,
+@inproceedings{DBLP:journals/corr/abs-2010-12831,
  author    = {Liunian Harold Li and
               Haoxuan You and
               Zhecan Wang and
@@ -12161,7 +12217,7 @@ author    = {Zhuang Liu and
               Kai-Wei Chang},
  title     = {Weakly-supervised VisualBERT: Pre-training without Parallel Images
               and Captions},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/2010.12831},
  year      = {2020}
 }
@@ -12211,18 +12267,18 @@ author    = {Zhuang Liu and
 @inproceedings{shen2020q,
  title={Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT.},
  author={Shen, Sheng and Dong, Zhen and Ye, Jiayu and Ma, Linjian and Yao, Zhewei and Gholami, Amir and Mahoney, Michael W and Keutzer, Kurt},
-  booktitle={AAAI Conference on Artificial Intelligence},
+  publisher={AAAI Conference on Artificial Intelligence},
  pages={8815--8821},
  year={2020}
 }
-@article{DBLP:journals/corr/abs-1910-01108,
+@inproceedings{DBLP:journals/corr/abs-1910-01108,
  author    = {Victor Sanh and
               Lysandre Debut and
               Julien Chaumond and
               Thomas Wolf},
  title     = {DistilBERT, a distilled version of {BERT:} smaller, faster, cheaper
               and lighter},
-  journal   = {CoRR},
+  publisher   = {CoRR},
  volume    = {abs/1910.01108},
  year      = {2019}
 }
@@ -13905,7 +13961,7 @@ author    = {Zhuang Liu and
 }
 %%%%% chapter 17------------------------------------------------------
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%cha
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 %%%%% chapter 18------------------------------------------------------