ACL-2018.md

Machine Translation Paper List (ACL-2018)

Long papers (21)

Paper	Authors	Domain	Link
Unsupervised Neural Machine Translation with Weight Sharing	Zhen Yang, Wei Chen, Feng Wang, Bo Xu	Low-resource	http://aclweb.org/anthology/P18-1005
Triangular Architecture for Rare Language Translation	Shuo Ren，Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou and Shuai Ma	Low-resource	http://aclweb.org/anthology/P18-1006
On the Limitations of Unsupervised Bilingual Dictionary Induction	Anders Søgaard，Sebastian Ruder， Ivan Vulic，	Low-resource	http://aclweb.org/anthology/P18-1072
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation	Mia Xu Chen，Orhan Firat，Ankur Bapna，Melvin Johnson，Wolfgang Macherey，George Foster，Llion Jones，Niki Parmar，Noam Shazeer，Ashish Vaswani，Jakob Uszkoreit，Lukasz Kaiser，Mike Schuster，Zhifeng Chen	Neural Network Architecture	https://aclweb.org/anthology/P18-1008
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings	Shaohui Kuang，Junhui Li，Antonio Branco，Weihua Luo，Deyi Xiong	Neural Network Architecture	http://aclweb.org/anthology/P18-1164
Accelerating Neural Transformer via an Average Attention Network	Biao Zhang，Deyi Xiong，and Jinsong Su	Neural Network Architecture	http://aclweb.org/anthology/P18-1166
Neural Hidden Markov Model for Machine Translation	Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney	Neural Network Architecture	http://aclweb.org/anthology/P18-2060
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates	Taku Kudo	Robustness of NMT	http://aclweb.org/anthology/P18-1007
A Stochastic Decoder for Neural Machine Translation	Philip Schulz，Wilker Aziz，Trevor Cohn	Robustness of NMT	http://aclweb.org/anthology/P18-1115
Forest-Based Neural Machine Translation	Chunpeng Ma, Akihiro Tamura, Masao Utiyama3, Tiejun Zhao1, Eiichiro Sumita3	Robustness of NMT	http://aclweb.org/anthology/P18-1116
Towards Robust Neural Machine Translation	Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai and Yang Liu	Robustness of NMT	http://aclweb.org/anthology/P18-1163
Characterizing Departures from Linearity in Word Translation	Ndapa Nakashole and Raphael Flauger	Language Representation	http://aclweb.org/anthology/P18-2036
Context-Aware Neural Machine Translation Learns Anaphora Resolution	Elena Voita，Pavel Serdyukov，Rico Sennrich，Ivan Titov	Context-aware NMT	http://aclweb.org/anthology/P18-1117
Document Context Neural Machine Translation with Memory Networks	Sameen Maruf and Gholamreza Haffari	Context-aware NMT	http://aclweb.org/anthology/P18-1118
Learning Translations via Images with a Massively Multilingual Image Dataset	John Hewitt， Daphne Ippolito， Brendan Callahan， Reno Kriz，Derry Wijaya，Chris Callison-Burch	Multimodal Translation	http://aclweb.org/anthology/P18-1239
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning	Julia Kreutzer and Joshua Uyheng and Stefan Riezler	Practical Problems in Machine Translation	https://aclweb.org/anthology/P18-1165
Style Transfer Through Back-Translation	Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov and Alan W Black	Practical Problems in Machine Translation	http://aclweb.org/anthology/P18-1080
Are BLEU and Meaning Representation in Opposition?	OndrejCifka and Ondrej Bojar	Problem Analysis	http://aclweb.org/anthology/P18-1126
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures	Tobias Domhan	Problem Analysis	https://www.aclweb.org/anthology/P18-1167
SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags	Eva Vanmassenhove，Andy Way	External Knowledge	http://aclweb.org/anthology/P18-3010
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations	John Wieting， Kevin Gimpel	Corpus	http://aclweb.org/anthology/P18-1042

Short papers (12)

Paper	Authors	Domain	Link
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation	Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang,Changming Xu and Xueqiang Lu	Decoding	https://aclweb.org/anthology/P18-2047
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation	Rui Wang, Masao Utiyama, and Eiichiro Sumita	Training	https://aclweb.org/anthology/P18-2048
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation	Duygu Ataman，Marcello Federico	Low-resource	http://aclweb.org/anthology/P18-2049
Extreme Adaptation for Personalized Neural Machine Translation	Paul Michel，Graham Neubig	Domain Adaptation	http://aclweb.org/anthology/P18-2050
Sparse and Constrained Attention for Neural Machine Translation	Chaitanya Malaviya，Pedro Ferreira，Andre F. T. Martins	Neural Network Architecture	http://aclweb.org/anthology/P18-2059
Bag-of-Words as Target for Neural Machine Translation	Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin	Robustness of NMT	http://aclweb.org/anthology/P18-2053
Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation	Raphael Shu，Hideki Nakayama	Decoding	https://aclweb.org/anthology/P18-2054
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT	Danielle Saunders and Felix Stahlberg and Adria de Gispert and Bill Byrne	Training	http://aclweb.org/anthology/P18-2051
Learning from Chunk-based Feedback in Neural Machine Translation	Pavel Petrushkov，Shahram Khadivi and Evgeny Matusov	Practical Problems in Machine Translation	http://aclweb.org/anthology/P18-2052
Neural Hidden Markov Model for Machine Translation	Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney	Neural Network Architecture	https://www.aclweb.org/anthology/P18-2060
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation	Poorya Zaremoodi, Wray Buntine, Gholamreza Haffari	Low-resource	https://www.aclweb.org/anthology/P18-2104
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation	Yuki Kawara，Chenhui Chu and Yuki Arase	Neural Network Architecture	http://aclweb.org/anthology/P18-3004