NMT

NMT

• 2021-10-15 Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help?    Fahimeh Saleh, Wray Buntine, Gholamreza Haffari, Lan Du arXiv_AI arXiv_AI  Knowledge  Pose  NMT  PDF
• 2021-10-14 An Empirical Investigation of Multi-bridge Multilingual NMT models    Anoop Kunchukuttan arXiv_CL arXiv_CL  NMT  PDF
• 2021-10-12 Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation    Weiting Tan, Shuoyang Ding, Huda Khayrallah, Philipp Koehn arXiv_CL arXiv_CL  Adversarial  Pose  NMT  PDF
• 2021-10-05 Sicilian Translator: A Recipe for Low-Resource NMT    Eryk Wdowiak arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2021-10-05 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation    Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu arXiv_CL arXiv_CL  NMT  PDF
• 2021-10-02 Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages    Chenyang Li, Gongxu Luo arXiv_AI arXiv_AI  Zero-Shot  Pose  NMT  PDF
• 2021-09-30 Prose2Poem: The blessing of Transformer-based Language Models in translating Prose to Persian Poetry    Reza Khanmohammadi, Mitra Sadat Mirshafiee, Yazdan Rezaee Jouryabi, Seyed Abolghasem Mirroshandel arXiv_CL arXiv_CL  Transformer  Bert  Speech  NMT  Language_Model  PDF
• 2021-09-29 EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT    Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter arXiv_CL arXiv_CL  NMT  PDF
• 2021-09-27 Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer    Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney arXiv_CL arXiv_CL  Transformer  Reinforcement_Learning  Pose  NMT  Text_Generation  PDF
• 2021-09-24 Faithful Target Attribute Prediction in Neural Machine Translation    Xing Niu, Georgiana Dinu, Prashant Mathur, Anna Currey arXiv_CL arXiv_CL  NMT  Prediction  PDF
• 2021-09-23 Exploiting Curriculum Learning in Unsupervised Neural Machine Translation    Jinliang Lu, Jiajun Zhang arXiv_CL arXiv_CL  Embedding  Unsupervised  Optimization  Pose  NMT  PDF
• 2021-09-23 Non-Parametric Online Learning from Human Feedback for Neural Machine Translation    Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Weihua Luo, Jiajun Chen arXiv_CL arXiv_CL  Memory_Networks  Pose  NMT  PDF
• 2021-09-21 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents    Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2021-09-21 Learning Kernel-Smoothed Machine Translation with Retrieved Examples    Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-09-16 The NiuTrans System for WNGT 2020 Efficiency Task    Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  Knowledge  NMT  Attention  Inference  PDF
• 2021-09-16 The NiuTrans System for the WMT21 Efficiency Task    Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  Optimization  Knowledge  NMT  PDF
• 2021-09-16 Translation Transformers Rediscover Inherent Data Domains    Maksym Del, Elizaveta Korotkova, Mark Fishel arXiv_CL arXiv_CL  Transformer  Unsupervised  Pose  NMT  Language_Model  PDF
• 2021-09-16 Scaling Laws for Neural Machine Translation    Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry arXiv_AI arXiv_AI  Transformer  Pose  NMT  Relation  Prediction  Recommendation  PDF
• 2021-09-14 Efficient Inference for Multilingual Neural Machine Translation    Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweonwoo Jung, Vassilina Nikoulina arXiv_CL arXiv_CL  NMT  Inference  PDF
• 2021-09-14 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation    Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen arXiv_AI arXiv_AI  Unsupervised  Pose  NMT  PDF
• 2021-09-13 Evaluating Multiway Multilingual NMT in the Turkic Languages    Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzod Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis Tyers, Orhan Firat, John Licato, Sriram Chellappan arXiv_CL arXiv_CL  NMT  PDF
• 2021-09-13 Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation    Ivan Provilkov, Andrey Malinin arXiv_AI arXiv_AI  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2021-09-13 Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions    Javier Ferrando, Marta R. Costa-jussà arXiv_AI arXiv_AI  Transformer  Pose  NMT  Attention  Prediction  PDF
• 2021-09-13 Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information    Yongkeun Hwang, Hyungu Yun, Kyomin Jung arXiv_CL arXiv_CL  Pose  Contrastive_Learning  NMT  PDF
• 2021-09-11 Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model    Shaolei Zhang, Yang Feng arXiv_AI arXiv_AI  Pose  NMT  Relation  Attention  PDF
• 2021-09-10 Neural Machine Translation Quality and Post-Editing Performance    Vilém Zouhar, Aleš Tamchyna, Martin Popel, Ondřej Bojar arXiv_CL arXiv_CL  NMT  Relation  PDF
• 2021-09-10 Improving Multilingual Translation by Representation and Gradient Regularization    Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan arXiv_AI arXiv_AI  Zero-Shot  Regularization  Pose  NMT  Prediction  PDF
• 2021-09-10 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables    Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Relation  Denoising  PDF
• 2021-09-10 Rule-based Morphological Inflection Improves Neural Terminology Translation    Weijia Xu, Marine Carpuat arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2021-09-09 A Large-Scale Study of Machine Translation in the Turkic Languages    Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta Jr., Behzodbek Moydinboyev, Esra Onal, Shaxnoza Pulatova, Ahsan Wahab, Orhan Firat, Sriram Chellappan arXiv_CL arXiv_CL  NMT  PDF
• 2021-09-09 BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation    Haoran Xu, Benjamin Van Durme, Kenton Murray arXiv_CL arXiv_CL  Embedding  Bert  Pose  NMT  Language_Model  PDF
• 2021-09-09 HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints    Sahana Ramnath, Melvin Johnson, Abhirut Gupta, Aravindan Raghuveer arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2021-09-09 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection    Thuy-Trang Vu, Xuanli He, Dinh Phung, Gholamreza Haffari arXiv_CL arXiv_CL  Unsupervised  Bert  Zero-Shot  Pose  Contrastive_Learning  NMT  PDF
• 2021-09-09 Fixing exposure bias with imitation learning needs powerful oracles    Luca Hormann, Artem Sokolov arXiv_CL arXiv_CL  NMT  PDF
• 2021-09-09 Distributionally Robust Multilingual Machine Translation    Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig arXiv_AI arXiv_AI  Optimization  Pose  NMT  PDF
• 2021-09-08 Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models    Jiaoda Li, Duygu Ataman, Rico Sennrich arXiv_CL arXiv_CL  Image_Caption  Pose  NMT  Caption  PDF
• 2021-09-07 Infusing Future Information into Monotonic Attention Through Language Models    Mohd Abbas Zaidi, Sathish Indurthi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim arXiv_CL arXiv_CL  Knowledge  Speech  Pose  NMT  Attention  Language_Model  PDF
• 2021-09-07 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages    Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI  Transfer_Learning  NMT  Summarization  PDF
• 2021-09-07 Attention based Sequence to Sequence Learning for Machine Translation of Low Resourced Indic Languages -- A case of Sanskrit to Hindi    Vishvajit Bakarola, Jitendra Nasriwala arXiv_AI arXiv_AI  NMT  Deep_Learning  Attention  PDF
• 2021-09-03 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation    Haoran Yang, Wai Lam, Piji Li arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Action  NMT  PDF
• 2021-09-03 Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT    Elena Voita, Rico Sennrich, Ivan Titov arXiv_CL arXiv_CL  Pose  NMT  Language_Model  PDF
• 2021-09-01 EVIL: Exploiting Software via Natural Language    Pietro Liguori, Erfan Al-Hossami, Vittorio Orbinato, Roberto Natella, Samira Shaikh, Domenico Cotroneo, Bojan Cukic arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-08-27 Secoco: Self-Correcting Encoding for Neural Machine Translation    Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong arXiv_CL arXiv_CL  NMT  PDF
• 2021-08-25 YANMTT: Yet Another Neural Machine Translation Toolkit    Raj Dabre, Eiichiro Sumita arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  NMT  Attention  PDF
• 2021-08-19 Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021    Karthik Puranik, Adeep Hande, Ruba Priyadharshini, Thenmozi Durairaj, Anbukkarasi Sampath, Kingston Pal Thamburaj, Bharathi Raja Chakravarthi arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2021-08-15 On Multi-Modal Learning of Editing Source Code    Saikat Chakraborty, Baishakhi Ray arXiv_CL arXiv_CL  NMT  PDF
• 2021-08-12 The paradox of the compositionality of natural language: a neural machine translation case study    Verna Dankers, Elia Bruni, Dieuwke Hupkes arXiv_AI arXiv_AI  Pose  Action  NMT  PDF
• 2021-08-11 Icelandic Parallel Abstracts Corpus    Haukur Barri Símonarson, Vésteinn Snæbjarnarson arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-08-10 Sampling-Based Minimum Bayes Risk Decoding for Neural Machine Translation    Bryan Eikema, Wilker Aziz arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2021-08-03 A Dynamic Head Importance Computation Mechanism for Neural Machine Translation    Akshay Goindani, Manish Shrivastava arXiv_CL arXiv_CL  Transformer  Text_Classification  NMT  Classification  Attention  PDF
• 2021-07-30 ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback    Shiyue Zhang, Benjamin Frey, Mohit Bansal arXiv_AI arXiv_AI  Face  Quantitative  NMT  PDF
• 2021-07-26 Revisiting Negation in Neural Machine Translation    Gongbo Tang, Philipp Rönchen, Rico Sennrich, Joakim Nivre arXiv_CL arXiv_CL  NMT  PDF
• 2021-07-24 The USYD-JD Speech Translation System for IWSLT 2021    Liang Ding, Di Wu, Dacheng Tao arXiv_AI arXiv_AI  Transformer  Knowledge  Speech  Pose  NMT  PDF
• 2021-07-23 Modelling Latent Translations for Cross-Lingual Transfer    Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulić, Siva Reddy arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Classification  Few-Shot  Inference  PDF
• 2021-07-23 Modeling Bilingual Conversational Characteristics for Neural Chat Translation    Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou arXiv_CL arXiv_CL  NMT  PDF
• 2021-07-20 More Parameters? No Thanks!    Zeeshan Khan, Kartheek Akella, Vinay P. Namboodiri, C V Jawahar arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-07-19 Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages    Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  NMT  Denoising  PDF
• 2021-07-18 As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation    Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn arXiv_CL arXiv_CL  Knowledge  Pose  NMT  Medical  PDF
• 2021-07-17 On the Copying Behaviors of Pre-Training for Neural Machine Translation    Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu arXiv_CL arXiv_CL  Pose  Quantitative  NMT  Language_Model  PDF
• 2021-07-13 On the Difficulty of Translating Free-Order Case-Marking Languages    Arianna Bisazza, Ahmet Üstün, Stephan Sportel arXiv_CL arXiv_CL  NMT  Prediction  PDF
• 2021-07-13 Generating Gender Augmented Data for NLP    Nishtha Jain, Maja Popovic, Declan Groves, Eva Vanmassenhove arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-07-12 Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning    Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn arXiv_CL arXiv_CL  Adversarial  Pose  NMT  Attention  PDF
• 2021-07-09 A Survey on Low-Resource Neural Machine Translation    Rui Wang, Xu Tan, Renqian Luo, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Survey  NMT  PDF
• 2021-07-06 Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking    Daniel Diomedi, Aidan Hogan arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  NMT  QA  PDF
• 2021-07-04 IITP at WAT 2021: System description for English-Hindi Multimodal Translation Task    Baban Gain, Dibyanayan Bandyopadhyay, Asif Ekbal arXiv_AI arXiv_AI  NMT  PDF
• 2021-07-04 A Topic Guided Pointer-Generator Model for Generating Natural Language Code Summaries    Xin Wang, Xin Peng, Jun Sun, Yifan Zhao, Chi Chen, Jinkai Fan arXiv_CL arXiv_CL  NMT  Summarization  PDF
• 2021-06-29 Neural Machine Translation for Low-Resource Languages: A Survey    Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur arXiv_AI arXiv_AI  Review  Survey  Quantitative  NMT  Recommendation  PDF
• 2021-06-25 Language Models are Good Translators    Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Zero-Shot  Knowledge  NMT  Language_Model  PDF
• 2021-06-22 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training    Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T Kandemir, Chita R Das arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  NMT  Deep_Learning  Inference  Language_Model  PDF
• 2021-06-22 On the Evaluation of Machine Translation for Terminology Consistency    Md Mahfuz ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-06-21 Phrase-level Active Learning for Neural Machine Translation    Junjie Hu, Graham Neubig arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2021-06-18 Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation    Raj Dabre, Atsushi Fujita arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Pose  NMT  Attention  CNN  Prediction  PDF
• 2021-06-16 Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation    Samuel Kiegeland, Julia Kreutzer arXiv_CL arXiv_CL  Reinforcement_Learning  NMT  PDF
• 2021-06-16 Alternated Training with Synthetic and Authentic Data for Neural Machine Translation    Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-06-15 Sequence-Level Training for Non-Autoregressive Neural Machine Translation    Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Jie Zhou arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-06-15 Language Tags Matter for Zero-Shot Neural Machine Translation    Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  NMT  PDF
• 2021-06-11 Towards User-Driven Neural Machine Translation    Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  NMT  PDF
• 2021-06-10 Exploring Unsupervised Pretraining Objectives for Machine Translation    Christos Baziotis, Ivan Titov, Alexandra Birch, Barry Haddow arXiv_CL arXiv_CL  Unsupervised  NMT  Language_Model  PDF
• 2021-06-09 AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT    Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-06-09 Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study    Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  Denoising  PDF
• 2021-06-08 Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing    Sarah Uhrig, Yoalli Rezepka Garcia, Juri Opitz, Anette Frank arXiv_AI arXiv_AI  NMT  Relation  PDF
• 2021-06-08 Self-supervised and Supervised Joint Training for Resource-rich Machine Translation    Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey arXiv_CL arXiv_CL  Self-Supervised  Pose  NMT  PDF
• 2021-06-07 On the Language Coverage Bias for Neural Machine Translation    Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-06-04 Scalable Transformers for Neural Machine Translation    Peng Gao, Shijie Geng, Xiaogang Wang, Jifeng Dai, Hongsheng Li arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2021-06-03 nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?    Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue arXiv_CL arXiv_CL  NMT  Language_Model  PDF
• 2021-06-02 Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation    Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2021-06-01 Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation    Adithya Renduchintala, Denise Diaz, Kenneth Heafield, Xian Li, Mona Diab arXiv_CL arXiv_CL  Transformer  Quantization  Optimization  NMT  Attention  PDF
• 2021-05-31 Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation    Eleftheria Briakou, Marine Carpuat arXiv_CL arXiv_CL  Transformer  NMT  Prediction  PDF
• 2021-05-31 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data    Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab arXiv_CL arXiv_CL  Adversarial  NMT  Denoising  PDF
• 2021-05-31 Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?    Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab arXiv_AI arXiv_AI  NMT  Attention  PDF
• 2021-05-31 Verdi: Quality Estimation and Error Detection for Bilingual    Mingjun Zhao, Haijiang Wu, Di Niu, Zixuan Wang, Xiaoli Wang arXiv_AI arXiv_AI  Transformer  Pose  NMT  Detection  Language_Model  Prediction  PDF
• 2021-05-31 On Compositional Generalization of Neural Machine Translation    Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang arXiv_AI arXiv_AI  Quantitative  NMT  PDF
• 2021-05-30 Fast Nearest Neighbor Machine Translation    Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-05-29 CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model    Tae-Hwan Jung arXiv_CL arXiv_CL  Bert  Pose  NMT  Language_Model  PDF
• 2021-05-28 Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation    El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Transformer  NMT  Language_Model  PDF
• 2021-05-27 Adaptive Nearest Neighbor Machine Translation    Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2021-05-27 Selective Knowledge Distillation for Neural Machine Translation    Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  NMT  PDF
• 2021-05-24 Neural Machine Translation with Monolingual Translation Memory    Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2021-05-24 Prevent the Language Model from being Overconfident in Neural Machine Translation    Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou arXiv_AI arXiv_AI  Transformer  Pose  NMT  Attention  Language_Model  PDF
• 2021-05-18 Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation    Mathias Müller, Rico Sennrich arXiv_CL arXiv_CL  Pose  NMT  Inference  PDF
• 2021-05-16 Data Augmentation for Sign Language Gloss Translation    Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg arXiv_CL arXiv_CL  Recognition  Pose  NMT  PDF
• 2021-05-14 Dynamic Multi-Branch Layers for On-Device Neural Machine Translation    Zhixing Tan, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Transformer  Pose  NMT  Inference  PDF
• 2021-05-12 Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction    Gyubok Lee, Seongjun Yang, Edward Choi arXiv_AI arXiv_AI  Pose  NMT  Prediction  PDF
• 2021-05-10 Self-Guided Curriculum Learning for Neural Machine Translation    Lei Zhou, Liang Ding, Kevin Duh, Ryohei Sasano, Koichi Takeda arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  NMT  Language_Model  PDF
• 2021-05-10 Neural Program Repair with Execution-based Backpropagation    He Ye, Matias Martinez, Martin Monperrus arXiv_CL arXiv_CL  Optimization  Pose  NMT  PDF
• 2021-05-01 Hidden Backdoors in Human-Centric Language Models    Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu arXiv_CL arXiv_CL  Embedding  Pose  NMT  Detection  Language_Model  QA  PDF
• 2021-04-27 Shellcode_IA32: A Dataset for Automatic Shellcode Generation    Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh arXiv_CL arXiv_CL  NMT  PDF
• 2021-04-27 Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework    Dimos Makris, Kat R. Agres, Dorien Herremans arXiv_SD arXiv_SD  Transformer  Memory_Networks  Pose  Emotion  NMT  PDF
• 2021-04-20 Addressing the Vulnerability of NMT in Input Perturbations    Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq Joty arXiv_CL arXiv_CL  Reconstruction  NMT  PDF
• 2021-04-18 Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders    Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei arXiv_CL arXiv_CL  Bert  Zero-Shot  Pose  NMT  PDF
• 2021-04-18 Improving Neural Machine Translation with Compact Word Embedding Tables    Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu arXiv_CL arXiv_CL  Embedding  Knowledge  NMT  PDF
• 2021-04-17 Sentence Alignment with Parallel Documents Helps Biomedical Machine Translation    Shengxuan Luo, Huaiyuan Ying, Sheng Yu arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  Medical  PDF
• 2021-04-17 Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation    Seiichiro Kondo, Kengo Hotate, Masahiro Kaneko, Mamoru Komachi arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2021-04-16 Context-Adaptive Document-Level Neural Machine Translation    Linlin Zhang arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-04-16 Investigating Failures of Automatic Translation in the Case of Unambiguous Gender    Adithya Renduchintala, Adina Williams arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2021-04-15 Sometimes We Want Translationese    Prasanna Parthasarathi, Koustuv Sinha, Joelle Pineau, Adina Williams arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2021-04-15 Reward Optimization for Neural Machine Translation with Learned Metrics    Raphael Shu, Kang Min Yoo, Jung-Woo Ha arXiv_CL arXiv_CL  Optimization  Pose  NMT  Relation  PDF
• 2021-04-15 First the worst: Finding better gender translations during beam search    Danielle Saunders, Rosie Sallis, Bill Byrne arXiv_CL arXiv_CL  NMT  Inference  PDF
• 2021-04-15 Simultaneous Multi-Pivot Neural Machine Translation    Raj Dabre, Aizhan Imankulova, Masahiro Kaneko, Abhisek Chakrabarty arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-04-14 Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey    Danielle Saunders arXiv_CL arXiv_CL  Survey  NMT  Deep_Learning  Inference  PDF
• 2021-04-14 The Curious Case of Hallucinations in Neural Machine Translation    Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt arXiv_AI arXiv_AI  Knowledge  NMT  PDF
• 2021-04-13 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation    Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  NMT  Speech_Recognition  PDF
• 2021-04-12 Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages    Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Kumar Deepak, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra arXiv_CL arXiv_CL  OCR  NMT  PDF
• 2021-04-10 Sentiment-based Candidate Selection for NMT    Alex Jones, Derry Tanti Wijaya arXiv_AI arXiv_AI  Review  Pose  NMT  Classification  Sentiment  PDF
• 2021-04-08 A Sketch-Based Neural Model for Generating Commit Messages from Diffs    Nicolae-Teodor Pavel, Traian Rebedea arXiv_CL arXiv_CL  Sketch  NMT  PDF
• 2021-04-08 Perfection Not Required? Human-AI Partnerships in Code Translation    Justin D. Weisz, Michael Muller, Stephanie Houde, John Richards, Steven I. Ross, Fernando Martinez, Mayank Agarwal, Kartik Talamadupula arXiv_CL arXiv_CL  Unsupervised  Action  NMT  Detection  PDF
• 2021-04-07 Better Neural Machine Translation by Extracting Linguistic Information from BERT    Hassan S. Shavarani, Anoop Sarkar arXiv_CL arXiv_CL  Transformer  Embedding  Bert  NMT  PDF
• 2021-04-02 Attention Forcing for Machine Translation    Qingyun Dou, Yiting Lu, Potsawee Manakul, Xixin Wu, Mark J. F. Gales arXiv_AI arXiv_AI  Speech  Pose  NMT  Attention  Inference  PDF
• 2021-03-31 Leveraging Neural Machine Translation for Word Alignment    Vilém Zouhar, Daria Pylypenko arXiv_CL arXiv_CL  Action  NMT  Attention  PDF
• 2021-03-31 Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources    Lorenzo Lupo, Marco Dinarelli, Laurent Besacier arXiv_CL arXiv_CL  Sparse  Pose  NMT  PDF
• 2021-03-31 An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation    Lidia Kidane, Sachin Kumar, Yulia Tsvetkov arXiv_CL arXiv_CL  NMT  PDF
• 2021-03-29 Contextual Text Embeddings for Twi    Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah arXiv_AI arXiv_AI  Transformer  Embedding  Recognition  Bert  Sentiment_Classification  Knowledge  Speech  Face  NMT  Classification  Sentiment  Language_Model  PDF
• 2021-03-29 Unsupervised Machine Translation On Dravidian Languages    Sai Koneru, Danni Liu, Jan Niehues arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  NMT  PDF
• 2021-03-28 PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation    Dimitris Papadopoulos, Nikolaos Papadakis, Nikolaos Matsatsinis arXiv_CL arXiv_CL  Transformer  Action  NMT  PDF
• 2021-03-24 Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources    Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Derry Wijaya arXiv_CL arXiv_CL  Unsupervised  Knowledge  Pose  Quantitative  NMT  PDF
• 2021-03-23 Repairing Pronouns in Translation with BERT-Based Post-Editing    Reid Pryzant, Melvin Johnson, Hideto Kazawa arXiv_CL arXiv_CL  Bert  NMT  Prediction  PDF
• 2021-03-22 Monolingual and Parallel Corpora for Kangri Low Resource Language    Shweta Chauhan, Shefali Saxena, Philemon Daniel arXiv_CL arXiv_CL  Embedding  Knowledge  NMT  GAN  PDF
• 2021-03-20 Token-wise Curriculum Learning for Neural Machine Translation    Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Tuo Zhao arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-03-18 Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation    Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser arXiv_CL arXiv_CL  Embedding  Unsupervised  NMT  Language_Model  PDF
• 2021-03-15 MENYO-20k: A Multi-domain English-Yor`ub'a Corpus for Machine Translation and Domain Adaptation    David I. Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España-Bonet arXiv_CL arXiv_CL  Face  NMT  Few-Shot  PDF
• 2021-03-14 Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language    Bonaventure F. P. Dossou, Chris C. Emezue arXiv_AI arXiv_AI  NMT  PDF
• 2021-03-11 Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora    Gaurav Kumar, Philipp Koehn, Sanjeev Khudanpur arXiv_CL arXiv_CL  NMT  Denoising  Language_Model  PDF
• 2021-03-11 Learning Policies for Multilingual Training of Neural Machine Translation Systems    Gaurav Kumar, Philipp Koehn, Sanjeev Khudanpur arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-03-11 Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings    Carlos Mullov, Ngoc-Quan Pham, Alexander Waibel arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  NMT  PDF
• 2021-03-10 Majority Voting with Bidirectional Pre-translation Improves Bitext Retrieval    Alex Jones, Derry Tanti Wijaya arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2021-03-10 Self-Learning for Zero Shot Neural Machine Translation    Surafel M. Lakew, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Pose  NMT  PDF
• 2021-03-07 Translating the Unseen? Yor`ub'a $rightarrow$ English MT in Low-Resource, Morphologically-Unmarked Settings    Ife Adebara Miikka Silfverberg Muhammad Abdul-Mageed arXiv_AI arXiv_AI  Transformer  RNN  NMT  PDF
• 2021-03-03 Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation    Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2021-02-26 CURE: Code-Aware Neural Machine Translation for Automatic Program Repair    Nan Jiang, Thibaud Lutellier, Lin Tan arXiv_AI arXiv_AI  Knowledge  Pose  NMT  PDF
• 2021-02-19 Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging    Emmanouil Stergiadis, Satendra Kumar, Fedor Kovalev, Pavel Levin arXiv_CL arXiv_CL  NMT  PDF
• 2021-02-15 Meta Back-translation    Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2021-02-12 Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders    Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng arXiv_CL arXiv_CL  Transformer  Zero-Shot  Pose  NMT  Denoising  Attention  PDF
• 2021-02-11 Towards Personalised and Document-level Machine Translation of Dialogue    Sebastian T. Vincent arXiv_CL arXiv_CL  NMT  PDF
• 2021-02-05 Understanding Pre-Editing for Black-Box Neural Machine Translation    Rei Miyata, Atsushi Fujita arXiv_CL arXiv_CL  NMT  PDF
• 2021-01-30 Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation    Eva Vanmassenhove, Dimitar Shterionov, Matthew Gwilliam arXiv_AI arXiv_AI  NMT  PDF
• 2021-01-29 Transition based Graph Decoder for Neural Machine Translation    Leshem Choshen, Omri Abend arXiv_CL arXiv_CL  Transformer  RNN  Pose  NMT  PDF
• 2021-01-29 Synthesizing Monolingual Data for Neural Machine Translation    Benjamin Marie, Atsushi Fujita arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-12-31 FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation    Wenhao Zhu, Shujian Huang, Tong Pu, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen arXiv_CL arXiv_CL  Knowledge  Pose  Quantitative  NMT  Autonomous  PDF
• 2020-12-31 Revisiting Robust Neural Machine Translation: A Transformer Case Study    Peyman Passban, Puneeth S.M. Saladi, Qun Liu arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-12-31 Neural Machine Translation: A Review of Methods, Resources, and Tools    Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Review  NMT  PDF
• 2020-12-31 Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation    Alham Fikri Aji, Kenneth Heafield arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2020-12-30 Synthetic Source Language Augmentation for Colloquial Neural Machine Translation    Asrul Sani Ariesandy, Mukhlis Amien, Alham Fikri Aji, Radityo Eko Prasojo arXiv_CL arXiv_CL  NMT  PDF
• 2020-12-27 Learning Light-Weight Translation Models from Deep Transformer    Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  NMT  PDF
• 2020-12-24 Why Neural Machine Translation Prefers Empty Outputs    Xing Shi, Yijun Xiao, Kevin Knight arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-12-23 BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training    Letian Zhao, Rui Xu, Tianqi Wang, Teng Tian, Xiaotian Wang, Wei Wu, Chio-in Ieong, Xi Jin arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2020-12-22 Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020    Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi arXiv_CL arXiv_CL  Transformer  RNN  NMT  PDF
• 2020-12-19 Finding Sparse Structure for Domain Specific Neural Machine Translation    Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li arXiv_AI arXiv_AI  Sparse  Pose  NMT  PDF
• 2020-12-15 Modeling Homophone Noise for Robust Neural Machine Translation    Wenjie Qin, Xiang Li, Yuhui Sun, Deyi Xiong, Jianwei Cui, Bin Wang arXiv_CL arXiv_CL  Pose  NMT  Detection  Object_Detection  PDF
• 2020-12-10 Exploring Pair-Wise NMT for Indian Languages    Kartheek Akella, Sai Himal Allu, Sridhar Suresh Ragupathi, Aman Singhal, Zeeshan Khan, Vinay P. Namboodiri, C V Jawahar arXiv_CL arXiv_CL  NMT  PDF
• 2020-12-10 Approches quantitatives de l'analyse des pr{'e}dictions en traduction automatique neuronale    Maria Zimina-Poirot (CLILLAC-ARP), Nicolas Ballier (CLILLAC-ARP), Jean-Baptiste Yunès (IRIF) arXiv_AI arXiv_AI  Quantitative  NMT  PDF
• 2020-12-10 Rewriter-Evaluator Framework for Neural Machine Translation    Yangming Li, Kaisheng Yao arXiv_CL arXiv_CL  Transformer  Gradient_Descent  Pose  NMT  PDF
• 2020-12-07 Confidence-aware Non-repetitive Multimodal Transformers for TextCaps    Zhaokai Wang, Renda Bao, Qi Wu, Si Liu arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Recognition  OCR  Optical_Character  Pose  NMT  Caption  PDF
• 2020-12-07 Document Graph for Neural Machine Translation    Mingzhou Xu, Liangyou Li, Derek. F. Wai, Qun Liu, Lidia S. Chao arXiv_CL arXiv_CL  Transformer  NMT  Relation  CNN  PDF
• 2020-12-05 Reciprocal Supervised Learning Improves Neural Machine Translation    Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li arXiv_AI arXiv_AI  Knowledge  NMT  Classification  Image_Classification  Prediction  PDF
• 2020-12-04 Quality Estimation & Interpretability for Code Translation    Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, Michael Muller, John Richards, Steven Ross, Justin D. Weisz arXiv_CL arXiv_CL  NMT  Relation  PDF
• 2020-11-30 Machine Translation of Novels in the Age of Transformer    Antonio Toral, Antoni Oliver, Pau Ribas Ballestín arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-11-30 Dynamic Curriculum Learning for Low-Resource Neural Machine Translation    Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-11-26 Decoding and Diversity in Machine Translation    Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton arXiv_CL arXiv_CL  Salient  NMT  PDF
• 2020-11-18 Master Thesis: Neural Sign Language Translation by Learning Tokenization    Alptekin Orbay arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  3D  Knowledge  Pose  NMT  PDF
• 2020-11-14 Iterative Self-Learning for Enhanced Back-Translation in Low Resource Neural Machine Translation    Idris Abdulmumin, Bashir Shehu Galadanci, Ismaila Idris Sinan arXiv_CL arXiv_CL  NMT  PDF
• 2020-11-12 Inference-only sub-character decomposition improves translation of unseen logographic characters    Danielle Saunders, Weston Feely, Bill Byrne arXiv_CL arXiv_CL  NMT  Inference  PDF
• 2020-11-09 BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention    Zhebin Zhang, Sai Wu, Dawei Jiang, Gang Chen arXiv_CL arXiv_CL  Transformer  Bert  Optimization  Pose  NMT  Attention  PDF
• 2020-11-06 An Unsupervised method for OCR Post-Correction and Spelling Normalisation for Finnish    Quan Duong, Mika Hämäläinen, Simon Hengchen arXiv_CL arXiv_CL  Unsupervised  Recognition  OCR  Optical_Character  Action  NMT  PDF
• 2020-11-06 Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English    Gongbo Tang, Rico Sennrich, Joakim Nivre arXiv_CL arXiv_CL  Sparse  Knowledge  NMT  Attention  PDF
• 2020-11-04 PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents    Ryo Fujii, Masato Mita, Kaori Abe, Kazuaki Hanawa, Makoto Morishita, Jun Suzuki, Kentaro Inui arXiv_CL arXiv_CL  NMT  PDF
• 2020-11-03 Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks    Denis Emelin, Ivan Titov, Rico Sennrich arXiv_CL arXiv_CL  Adversarial  NMT  Prediction  PDF
• 2020-11-02 Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders    Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura arXiv_CL arXiv_CL  Zero-Shot  Speech  Pose  NMT  PDF
• 2020-11-02 Emergent Communication Pretraining for Few-Shot Machine Translation    Yaoyiran Li, Edoardo M. Ponti, Ivan Vulić, Anna Korhonen arXiv_AI arXiv_AI  Unsupervised  Knowledge  NMT  Few-Shot  Inference  PDF
• 2020-11-02 Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation    Shuhao Gu, Yang Feng arXiv_AI arXiv_AI  Knowledge  Pose  NMT  Relation  PDF
• 2020-11-02 Targeted Poisoning Attacks on Black-Box Neural Machine Translation    Chang Xu, Jun Wang, Yuqing Tang, Francisco Guzman, Benjamin I. P. Rubinstein, Trevor Cohn arXiv_CL arXiv_CL  Adversarial  Action  NMT  PDF
• 2020-10-26 Is it Great or Terrible? Preserving Sentiment in Neural Machine Translation of Arabic Reviews    Hadeel Saadany, Constantin Orasan arXiv_CL arXiv_CL  Review  Pose  NMT  Sentiment  PDF
• 2020-10-26 Exploiting Neural Query Translation into Cross Lingual Information Retrieval    Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-26 Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval    Tianchi Bi, Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen arXiv_CL arXiv_CL  Pose  NMT  Deep_Learning  Inference  PDF
• 2020-10-25 The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task    Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya, Alexander Fraser arXiv_CL arXiv_CL  Unsupervised  NMT  PDF
• 2020-10-21 Sentence Boundary Augmentation For Neural Machine Translation Robustness    Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield arXiv_CL arXiv_CL  Segmentation  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2020-10-21 Token Drop mechanism for Neural Machine Translation    Huaao Zhang, Shigui Qiu, Xiangyu Duan, Min Zhang arXiv_CL arXiv_CL  Transformer  Self-Supervised  Pose  NMT  Detection  Prediction  PDF
• 2020-10-21 Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation    Elena Voita, Rico Sennrich, Ivan Titov arXiv_CL arXiv_CL  Transformer  NMT  Language_Model  Prediction  PDF
• 2020-10-21 TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware Dialog    Wubo Li, Dongwei Jiang, Wei Zou, Xiangang Li arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-10-21 SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning    Jianlei Chi, Yu Qu, Ting Liu, Qinghua Zheng, Heng Yin arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2020-10-20 Human-Paraphrased References Improve Neural Machine Translation    Markus Freitag, George Foster, David Grangier, Colin Cherry arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-20 Complete Multilingual Neural Machine Translation    Markus Freitag, Orhan Firat arXiv_CL arXiv_CL  Transfer_Learning  Face  NMT  PDF
• 2020-10-19 Diving Deep into Context-Aware Neural Machine Translation    Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney arXiv_AI arXiv_AI  NMT  PDF
• 2020-10-19 Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation    Dušan Variš, Ondřej Bojar arXiv_CL arXiv_CL  Unsupervised  Regularization  NMT  Language_Model  PDF
• 2020-10-19 Revisiting Modularized Multilingual NMT to Meet Industrial Demands    Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2020-10-18 Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation    Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, Jaegul Choo arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Knowledge  Pose  NMT  PDF
• 2020-10-17 A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences    Andrew Merritt, Chenhui Chu, Yuki Arase arXiv_AI arXiv_AI  Image_Caption  Pose  NMT  Caption  PDF
• 2020-10-16 Generating Diverse Translation from Model Distribution with Dropout    Xuanfu Wu, Yang Feng, Chenze Shao arXiv_AI arXiv_AI  Pose  NMT  Inference  Prediction  PDF
• 2020-10-15 Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses    Prathyusha Jwalapuram, Shafiq Joty, Youlin Shen arXiv_CL arXiv_CL  NMT  PDF
• 2020-10-12 Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation    Xing Jie Zhong, David Chiang arXiv_AI arXiv_AI  NMT  PDF
• 2020-10-12 Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation    Fahimeh Saleh, Wray Buntine, Gholamreza Haffari arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  NMT  PDF
• 2020-10-11 Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It    Danielle Saunders, Rosie Sallis, Bill Byrne arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-11 Machine Translation of Mathematical Text    Aditya Ohri, Tanya Schmah arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-10-11 SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task    Zuchao Li, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  Unsupervised  NMT  Language_Model  PDF
• 2020-10-10 Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation    Mehrad Moradshahi. Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam arXiv_CL arXiv_CL  RNN  Pose  Ontology  NMT  Few-Shot  QA  PDF
• 2020-10-10 On Long-Tailed Phenomena in Neural Machine Translation    Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze arXiv_AI arXiv_AI  Pose  Action  Quantitative  NMT  Classification  Text_Generation  Inference  Prediction  PDF
• 2020-10-09 ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization    Shiyue Zhang, Benjamin Frey, Mohit Bansal arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  RNN  Pose  NMT  Language_Model  PDF
• 2020-10-09 Self-Paced Learning for Neural Machine Translation    Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-09 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation    Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo arXiv_CL arXiv_CL  Pose  NMT  Inference  PDF
• 2020-10-09 Token-level Adaptive Training for Neural Machine Translation    Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2020-10-08 Shallow-to-Deep Training for Neural Machine Translation    Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-10-06 Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers    Yimeng Wu, Peyman Passban, Mehdi Rezagholizade, Qun Liu arXiv_CL arXiv_CL  Knowledge  Pose  NMT  Prediction  Matching  PDF
• 2020-10-06 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications    Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing arXiv_CL arXiv_CL  Transformer  Pose  NMT  Inference  PDF
• 2020-10-06 On the Sub-Layer Functionalities of Transformer Decoder    Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu arXiv_AI arXiv_AI  Transformer  NMT  Inference  PDF
• 2020-10-06 On the Sparsity of Neural Machine Translation Models    Yong Wang, Longyue Wang, Victor O.K. Li, Zhaopeng Tu arXiv_CL arXiv_CL  NMT  PDF
• 2020-10-06 Converting the Point of View of Messages Spoken to Virtual Assistants    Isabelle G. Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Jack G.M. Fitzgerald arXiv_AI arXiv_AI  Transformer  Text_Classification  RNN  Speech  Pose  NMT  Classification  Language_Model  PDF
• 2020-10-06 Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation    Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-06 Multi-task Learning for Multilingual Neural Machine Translation    Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  NMT  Denoising  PDF
• 2020-10-06 Iterative Domain-Repaired Back-Translation    Hao-Ran Wei, Zhirui Zhang, Boxing Chen, Weihua Luo arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-06 Adversarial Grammatical Error Correction    Vipul Raheja, Dimitrios Alikaniotis arXiv_AI arXiv_AI  Transformer  Adversarial  NMT  Classification  GAN  PDF
• 2020-10-05 On the Relevance of Cross-project Learning with Nearest Neighbours for Commit Message Generation    Khashayar Etemadi, Martin Monperrus arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-10-04 Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation    Luyu Gao, Xinyi Wang, Graham Neubig arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2020-09-30 Can Automatic Post-Editing Improve NMT?    Shamil Chollampatt, Raymond Hendy Susanto, Liling Tan, Ewa Szymanska arXiv_CL arXiv_CL  NMT  PDF
• 2020-09-21 Target Conditioning for One-to-Many Generation    Marie-Anne Lachaux, Armand Joulin, Guillaume Lample arXiv_CL arXiv_CL  Pose  NMT  Inference  PDF
• 2020-09-21 Generative Imagination Elevates Machine Translation    Quanyu Long, Mingxuan Wang, Lei Li arXiv_AI arXiv_AI  Knowledge  Pose  NMT  Inference  PDF
• 2020-09-20 Softmax Tempering for Training Neural Machine Translation Models    Raj Dabre, Atsushi Fujita arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2020-09-20 Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models    Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-09-19 Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation    Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan arXiv_AI arXiv_AI  Transformer  Pose  NMT  Attention  PDF
• 2020-09-17 Code-switching pre-training for neural machine translation    Zhen Yang, Bojie Hu, Ambyera Han, Shen Huang, Qi Ju arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  PDF
• 2020-09-17 Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation    Rajiv Movva, Jason Y. Zhao arXiv_CL arXiv_CL  Transformer  Sparse  NMT  Attention  PDF
• 2020-09-16 Document-level Neural Machine Translation with Document Embeddings    Shu Jiang, Hai Zhao, Zuchao Li, Bao-Liang Lu arXiv_CL arXiv_CL  Transformer  Embedding  Pose  NMT  PDF
• 2020-09-16 Knowledge Graphs for Multilingual Language Translation and Generation    Diego Moussallem arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  NMT  GAN  Inference  QA  PDF
• 2020-09-16 Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT    Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  Language_Model  PDF
• 2020-09-16 Graph-to-Sequence Neural Machine Translation    Sufeng Duan, Hai Zhao, Rui Wang arXiv_CL arXiv_CL  Transformer  Pose  NMT  Relation  PDF
• 2020-09-16 Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation    Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee arXiv_CL arXiv_CL  Transformer  Embedding  Quantization  Pose  NMT  Inference  PDF
• 2020-09-15 Attention-Aware Inference for Neural Abstractive Summarization    Ye Ma, Lu Zong arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  Summarization  Inference  Prediction  PDF
• 2020-09-13 Combining Word and Character Vector Representation on Neural Machine Translation    K. M. Shahih, Ayu Purwarianti arXiv_CL arXiv_CL  RNN  NMT  PDF
• 2020-09-06 Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity    Mika Hämäläinen, Niko Partanen, Khalid Alnajjar, Jack Rueter, Thierry Poibeau arXiv_CL arXiv_CL  Transfer_Learning  NMT  PDF
• 2020-08-20 Lite Training Strategies for Portuguese-English and English-Portuguese Translation    Alexandre Lopes, Rodrigo Nogueira, Roberto Lotufo, Helio Pedrini arXiv_CL arXiv_CL  Pose  NMT  Deep_Learning  Medical  Language_Model  PDF
• 2020-08-19 Transformer based Multilingual document Embedding model    Wei Li, Brian Mak arXiv_CL arXiv_CL  Transformer  Embedding  RNN  NMT  Attention  PDF
• 2020-08-18 Very Deep Transformers for Neural Machine Translation    Xiaodong Liu, Kevin Duh, Liyuan Liu, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-08-11 Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity    Brian Thompson, Matt Post arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2020-08-11 The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020    Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield arXiv_CL arXiv_CL  Quantization  NMT  Inference  PDF
• 2020-08-11 Revisiting Low Resource Status of Indian Languages in Machine Translation    Jerin Philip, Shashank Siripragada, Vinay P. Namboodiri, C.V. Jawahar arXiv_CL arXiv_CL  NMT  PDF
• 2020-08-07 Data Weighted Training Strategies for Grammatical Error Correction    Jared Lichtarge, Chris Alberti, Shankar Kumar arXiv_CL arXiv_CL  NMT  PDF
• 2020-07-21 Neural Machine Translation with Error Correction    Kaitao Song, Xu Tan, Jianfeng Lu arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  Inference  Prediction  PDF
• 2020-07-20 Neural Machine Translation model for University Email Application    Sandhya Aneja, Siti Nur Afikah Bte Abdul Mazid, Nagender Aneja arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2020-07-17 A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation    Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  NMT  Relation  Attention  PDF
• 2020-07-15 Dual Past and Future for Neural Machine Translation    Jianhao Yan, Fandong Meng, Jie Zhou arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2020-07-10 Learn to Use Future Information in Simultaneous Translation    Xueqing Wu, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Optimization  Pose  NMT  Attention  PDF
• 2020-06-25 Learning Source Phrase Representations for Neural Machine Translation    Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang arXiv_CL arXiv_CL  Transformer  RNN  Pose  NMT  Relation  Attention  PDF
• 2020-06-25 Modeling Baroque Two-Part Counterpoint with Neural Machine Translation    Eric P. Nichols, Stefano Kalonaris, Gianluca Micchi, Anna Aljanaki arXiv_SD arXiv_SD  Pose  Action  NMT  Attention  PDF
• 2020-06-21 AdvAug: Robust Adversarial Augmentation for Neural Machine Translation    Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein arXiv_CL arXiv_CL  Transformer  Embedding  Adversarial  Pose  NMT  PDF
• 2020-06-15 Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese    Yuying Ye, Antonio Toral arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-06-14 FFR v1.1: Fon-French Neural Machine Translation    Bonaventure F. P. Dossou, Chris C. Emezue arXiv_CL arXiv_CL  Face  NMT  PDF
• 2020-06-09 An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation    Rashi Kumar, Piyush Jha, Vineet Sahula arXiv_CL arXiv_CL  Embedding  Sparse  NMT  PDF
• 2020-06-09 HausaMT v1.0: Towards English-Hausa Neural Machine Translation    Adewale Akinfaderin arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-06-09 Universal Vector Neural Machine Translation With Effective Attention    Satish Mylapore, Ryan Quincy Paul, Joshua Yi, Robert D. Slater arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2020-06-08 Modeling Discourse Structure for Document-level Neural Machine Translation    Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su arXiv_CL arXiv_CL  Transformer  Embedding  Pose  NMT  Attention  PDF
• 2020-06-04 Using Self-Training to Improve Back-Translation in Low Resource Neural Machine Translation    Idris Abdulmumin, Bashir Shehu Galadanci, Abubakar Isa arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-06-03 Norm-Based Curriculum Learning for Neural Machine Translation    Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2020-06-01 Is 42 the Answer to Everything in Subtitling-oriented Speech Translation?    Alina Karakanta, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Segmentation  Speech  NMT  PDF
• 2020-06-01 Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English    Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet Manquat, Laurent Besacier arXiv_CL arXiv_CL  Transformer  NMT  Attention  CNN  PDF
• 2020-05-29 Neural Simultaneous Speech Translation Using Alignment-Based Chunking    Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik arXiv_CL arXiv_CL  Speech  Pose  NMT  Inference  PDF
• 2020-05-28 Variational Neural Machine Translation with Normalizing Flows    Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-05-27 Insertion-Based Modeling for End-to-End Automatic Speech Recognition    Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chan arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  NMT  Classification  Attention  Speech_Recognition  PDF
• 2020-05-25 The Unreasonable Volatility of Neural Machine Translation Models    Marzieh Fadaee, Christof Monz arXiv_CL arXiv_CL  Transformer  RNN  NMT  PDF
• 2020-05-22 Character-level Transformer-based Neural Machine Translation    Nikolay Banar, Walter Daelemans, Mike Kestemont arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-05-20 Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation    Bryan Eikema, Wilker Aziz arXiv_CL arXiv_CL  NMT  PDF
• 2020-05-17 Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages    Tyler A. Chang, Anna N. Rafferty arXiv_CL arXiv_CL  RNN  NMT  Prediction  PDF
• 2020-05-12 DiscreTalk: Text-to-Speech as a Machine Translation Problem    Tomoki Hayashi, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Reconstruction  Recognition  Speech  Pose  Action  NMT  Speech_Recognition  Language_Model  PDF
• 2020-05-11 Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation    Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2020-05-08 Neural Machine Translation for South Africa's Official Languages    Laura Martinus, Jason Webster, Joanne Moonsamy, Moses Shaba Jnr, Ridha Moosa, Robert Fairon arXiv_CL arXiv_CL  NMT  PDF
• 2020-05-07 On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation    Chaojun Wang, Rico Sennrich arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-05-07 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation    Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li arXiv_CL arXiv_CL  NMT  PDF
• 2020-05-07 JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation    Zhuoyuan Mao, Fabien Cromieres, Raj Dabre, Haiyue Song, Sadao Kurohashi arXiv_CL arXiv_CL  Transfer_Learning  Pose  NMT  PDF
• 2020-05-04 Evaluating Explanation Methods for Neural Machine Translation    Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi arXiv_CL arXiv_CL  Pose  Quantitative  NMT  PDF
• 2020-05-04 Using Context in Neural Machine Translation Training Objectives    Danielle Saunders, Felix Stahlberg, Bill Byrne arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-05-03 On the Inference Calibration of Neural Machine Translation    Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu arXiv_CL arXiv_CL  Pose  NMT  Relation  Inference  Prediction  PDF
• 2020-05-02 A Comprehensive Survey of Grammar Error Correction    Yu Wang, Yuelin Wang, Jie Liu, Zhuo Liu arXiv_CL arXiv_CL  Enhancement  Survey  NMT  Classification  Deep_Learning  Language_Model  PDF
• 2020-05-01 Evaluating Robustness to Input Perturbations for Neural Machine Translation    Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan arXiv_CL arXiv_CL  Regularization  Pose  NMT  PDF
• 2020-04-30 Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation    Shoetsu Sato, Jin Sakuma, Naoki Yoshinaga, Masashi Toyoda, Masaru Kitsuregawa arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2020-04-30 Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders    Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  Denoising  Language_Model  PDF
• 2020-04-30 Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing    Brian Thompson, Matt Post arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  PDF
• 2020-04-29 Towards Character-Level Transformer NMT by Finetuning Subword Systems    Jindřich Libovický, Alexander Fraser arXiv_CL arXiv_CL  Transformer  Segmentation  Pose  NMT  PDF
• 2020-04-29 Syntax-aware Data Augmentation for Neural Machine Translation    Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang arXiv_CL arXiv_CL  Enhancement  Pose  NMT  PDF
• 2020-04-29 Adversarial Subword Regularization for Robust Neural Machine Translation    Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang arXiv_CL arXiv_CL  Segmentation  Regularization  Adversarial  NMT  Language_Model  PDF
• 2020-04-29 Multiscale Collaborative Deep Models for Neural Machine Translation    Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo arXiv_CL arXiv_CL  NMT  PDF
• 2020-04-29 Revisiting Round-Trip Translation for Quality Estimation    Jihyung Moon, Hyunchang Cho, Eunjeong L. Park arXiv_CL arXiv_CL  Embedding  Pose  NMT  Relation  Language_Model  PDF
• 2020-04-28 Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models    Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2020-04-24 Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation    Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  PDF
• 2020-04-23 Multiple Segmentations of Thai Sentences for Neural Machine Translation    Alberto Poncelas, Wichaya Pidchamook, Chao-Hong Liu, James Hadley, Andy Way arXiv_CL arXiv_CL  Segmentation  NMT  PDF
• 2020-04-22 When and Why is Unsupervised Neural Machine Translation Useless?    Yunsu Kim, Miguel Graça, Hermann Ney arXiv_CL arXiv_CL  Unsupervised  NMT  PDF
• 2020-04-22 A Study of Non-autoregressive Model for Sequence Generation    Yi Ren, Jinglin Liu, Xu Tan, Sheng Zhao, Zhou Zhao, Tie-Yan Liu arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  NMT  Speech_Recognition  PDF
• 2020-04-21 Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation    Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Knowledge  Pose  NMT  PDF
• 2020-04-21 Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns    KayYen Wong, Sameen Maruf, Gholamreza Haffari arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-04-19 Neural Machine Translation for Low-Resourced Indian Languages    Himanshu Choudhary, Shivansh Rao, Rajesh Rohilla arXiv_CL arXiv_CL  Embedding  Pose  Survey  NMT  Attention  PDF
• 2020-04-18 SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings    Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2020-04-13 Neural Machine Translation: Challenges, Progress and Future    Jiajun Zhang, Chengqing Zong arXiv_CL arXiv_CL  Review  NMT  PDF
• 2020-04-13 Reinforced Curriculum Learning on Pre-trained Neural Machine Translation Models    Mingjun Zhao, Haijiang Wu, Di Niu, Xiaoli Wang arXiv_CL arXiv_CL  Reinforcement_Learning  Knowledge  Pose  NMT  PDF
• 2020-04-10 An In-depth Walkthrough on Evolution of Neural Machine Translation    Rohan Jagtap, Dr. Sudhir N. Dhage arXiv_CL arXiv_CL  Image_Caption  Bert  NMT  Summarization  Caption  QA  PDF
• 2020-04-09 Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios    Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2020-04-09 Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem    Danielle Saunders, Bill Byrne arXiv_CL arXiv_CL  Transfer_Learning  Pose  NMT  Inference  PDF
• 2020-04-09 On optimal transformer depth for low-resource language translation    Elan van Biljon, Arnu Pretorius, Julia Kreutzer arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2020-04-08 Explicit Reordering for Neural Machine Translation    Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  Transformer  Pose  NMT  Relation  Attention  PDF
• 2020-04-07 Dynamic Data Selection and Weighting for Iterative Back-Translation    Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-04-07 Towards Multimodal Simultaneous Neural Machine Translation    Aizhan Imankulova, Masahiro Kaneko, Tosho Hirasawa, Mamoru Komachi arXiv_CL arXiv_CL  Adversarial  Pose  NMT  Attention  PDF
• 2020-04-07 Self-Induced Curriculum Learning in Neural Machine Translation    Dana Ruiter, Cristina España-Bonet, Josef van Genabith arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Action  NMT  Denoising  PDF
• 2020-04-07 Unsupervised Neural Machine Translation with Indirect Supervision    Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li arXiv_CL arXiv_CL  Unsupervised  Weakly_Supervised  NMT  PDF
• 2020-04-06 Meta-Learning for Few-Shot NMT Adaptation    Amr Sharaf, Hany Hassan, Hal Daumé III arXiv_CL arXiv_CL  Pose  NMT  Few-Shot  PDF
• 2020-04-06 Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation    Wei Peng, Chongxuan Huang, Tianhao Li, Yun Chen, Qun Liu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-04-05 Neural Machine Translation with Imbalanced Classes    Thamme Gowda, Jonathan May arXiv_AI arXiv_AI  NMT  Classification  PDF
• 2020-04-05 Understanding Learning Dynamics for Neural Machine Translation    Conghui Zhu, Guanlin Li, Lemao Liu, Tiejun Zhao, Shuming Shi arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-04-05 AR: Auto-Repair the Synthetic Data for Neural Machine Translation    Shanbo Cheng, Shaohui Kuang, Rongxiang Weng, Heng Yu, Changfeng Zhu, Weihua Luo arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-04-05 Reference Language based Unsupervised Neural Machine Translation    Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  Reconstruction  Unsupervised  Enhancement  Pose  NMT  PDF
• 2020-03-31 DeepSumm -- Deep Code Summaries using Neural Transformer Architecture    Vivek Gupta arXiv_CL arXiv_CL  Transformer  Knowledge  Action  NMT  Attention  PDF
• 2020-03-31 Low Resource Neural Machine Translation: A Benchmark for Five African Languages    Surafel M. Lakew, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Transfer_Learning  NMT  PDF
• 2020-03-30 Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation    Pei Zhang, Xu Zhang, Wei Chen, Jian Yu, Yanfeng Wang, Deyi Xiong arXiv_CL arXiv_CL  Transformer  Embedding  Pose  NMT  Prediction  PDF
• 2020-03-27 Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin    Orevaoghene Ahia, Kelechi Ogueji arXiv_CL arXiv_CL  Unsupervised  NMT  PDF
• 2020-03-24 Towards Neural Machine Translation for Edoid Languages    Iroro Orife arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-03-11 Capturing document context inside sentence-level neural machine translation models with self-training    Elman Mansimov, Gábor Melis, Lei Yu arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2020-03-04 Evaluating Low-Resource Machine Translation between Chinese and Vietnamese with Back-Translation    Hongzheng Li, Heyan Huang arXiv_CL arXiv_CL  NMT  PDF
• 2020-02-28 Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation    Mikel Artetxe, Gorka Labaka, Noe Casas, Eneko Agirre arXiv_CL arXiv_CL  Unsupervised  NMT  PDF
• 2020-02-28 Modeling Future Cost for Neural Machine Translation    Chaoqun Duan, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Conghui Zhu, Tiejun Zhao arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2020-02-28 Robust Unsupervised Neural Machine Translation with Adversarial Training    Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL  Unsupervised  Knowledge  Adversarial  Pose  NMT  PDF
• 2020-02-27 Echo State Neural Machine Translation    Ankush Garg, Yuan Cao, Qi Ge arXiv_CL arXiv_CL  NMT  Prediction  PDF
• 2020-02-25 MuST-Cinema: a Speech-to-Subtitles corpus    Alina Karakanta, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Speech  Pose  NMT  PDF
• 2020-02-21 Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue    Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloe Clavel arXiv_CL arXiv_CL  Pose  NMT  Classification  Attention  Inference  Prediction  PDF
• 2020-02-20 Guiding attention in Sequence-to-sequence models for Dialogue Act prediction    Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloe Clavel arXiv_CL arXiv_CL  Pose  NMT  Classification  Attention  Inference  Prediction  PDF
• 2020-02-19 Toward Making the Most of Context in Neural Machine Translation    Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch arXiv_CL arXiv_CL  Transformer  Pose  NMT  GAN  PDF
• 2020-02-18 A Survey of Deep Learning Techniques for Neural Machine Translation    Shuoheng Yang, Yuxin Wang, Xiaowen Chu arXiv_CL arXiv_CL  Pose  Survey  NMT  Deep_Learning  Attention  PDF
• 2020-02-17 Incorporating BERT into Neural Machine Translation    Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Text_Classification  Pose  NMT  Classification  Attention  PDF
• 2020-02-16 Neural Machine Translation with Joint Representation    YanYang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu arXiv_CL arXiv_CL  Transformer  Pose  Action  NMT  Attention  PDF
• 2020-02-13 On Learning Meaningful Assert Statements for Unit Test Cases    Cody Watson, Michele Tufano, Kevin Moran, Gabriele Bavota, Denys Poshyvanyk arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-02-07 Translating Web Search Queries into Natural Language Questions    Adarsh Kumar, Sandipan Dandapat, Sushil Chordia arXiv_AI arXiv_AI  NMT  QA  PDF
• 2020-02-02 Neural Machine Translation System of Indic Languages -- An Attention based Approach    Parth Shah, Vishvajit Bakrola arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2020-01-27 PMIndia -- A Collection of Parallel Corpora of Languages of India    Barry Haddow, Faheem Kirefu arXiv_CL arXiv_CL  NMT  PDF
• 2020-01-23 Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation    Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Eiichiro Sumita arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2020-01-22 Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation    Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits arXiv_CL arXiv_CL  Transformer  Unsupervised  NMT  PDF
• 2020-01-14 Bi-Decoder Augmented Network for Neural Machine Translation    Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai arXiv_CL arXiv_CL  Pose  NMT  Relation  PDF
• 2020-01-10 Learning to Multi-Task Learn for Better Neural Machine Translation    Poorya Zaremoodi, Gholamreza Haffari arXiv_CL arXiv_CL  Knowledge  Pose  NMT  GAN  PDF
• 2020-01-07 A Comprehensive Survey of Multilingual Neural Machine Translation    Raj Dabre, Chenhui Chu, Anoop Kunchukuttan arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Survey  Action  NMT  PDF
• 2020-01-02 Morphological Word Segmentation on Agglutinative Languages for Neural Machine Translation    Yirong Pan, Xiao Li, Yating Yang, Rui Dong arXiv_CL arXiv_CL  Segmentation  Sparse  Knowledge  Pose  NMT  PDF
• 2019-12-27 Explicit Sentence Compression for Neural Machine Translation    Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2019-12-26 Amharic-Arabic Neural Machine Translation    Ibrahim Gashaw, H L Shashirekha arXiv_CL arXiv_CL  RNN  NMT  Attention  PDF
• 2019-12-25 A Study of Multilingual Neural Machine Translation    Xu Tan, Yichong Leng, Jiale Chen, Yi Ren, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Zero-Shot  NMT  PDF
• 2019-12-22 Tag-less Back-Translation    Idris Abdulmumin, Bashir Shehu Galadanci, Aliyu Garba arXiv_CL arXiv_CL  NMT  PDF
• 2019-12-18 A Survey on Document-level Machine Translation: Methods and Evaluation    Sameen Maruf, Fahimeh Saleh, Gholamreza Haffari arXiv_CL arXiv_CL  Survey  NMT  PDF
• 2019-12-16 Iterative Dual Domain Adaptation for Neural Machine Translation    Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo arXiv_CL arXiv_CL  Knowledge  Pose  NMT  PDF
• 2019-12-07 PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English    Kelechi Ogueji, Orevaoghene Ahia arXiv_CL arXiv_CL  Embedding  Unsupervised  NMT  PDF
• 2019-12-04 Neural Machine Translation: A Review    Felix Stahlberg arXiv_CL arXiv_CL  Embedding  Review  Survey  NMT  PDF
• 2019-12-04 Acquiring Knowledge from Pre-trained Model to Neural Machine Translation    Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo arXiv_CL arXiv_CL  Bert  Knowledge  Pose  NMT  PDF
• 2019-12-03 Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation    Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  NMT  PDF
• 2019-12-02 Merging External Bilingual Pairs into Neural Machine Translation    Tao Wang, Shaohui Kuang, Deyi Xiong, António Branco arXiv_CL arXiv_CL  Embedding  Pose  NMT  Attention  PDF
• 2019-11-26 Neural Machine Translation with Explicit Phrase Alignment    Jiacheng Zhang, Huanbo Luan, Maosong Sun, FeiFei Zhai, Jingfang Xu, Yang Liu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-11-26 Iterative Batch Back-Translation for Neural Machine Translation: A Conceptual Model    Idris Abdulmumin, Bashir Shehu Galadanci, Abubakar Isa arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-11-25 Learning to Reuse Translations: Guiding Neural Machine Translation with Examples    Qian Cao, Shaohui Kuang, Deyi Xiong arXiv_CL arXiv_CL  Transformer  Pose  NMT  Prediction  PDF
• 2019-11-25 JParaCrawl: A Large Scale Web-Based English-Japanese Parallel Corpus    Makoto Morishita, Jun Suzuki, Masaaki Nagata arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-11-22 Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks    Yong Wang, Longyue Wang, Shuming Shi, Victor O.K. Li, Zhaopeng Tu arXiv_CL arXiv_CL  Knowledge  Adversarial  Pose  NMT  PDF
• 2019-11-12 Character-based NMT with Transformer    Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2019-11-11 Diversity by Phonetics and its Application in Neural Machine Translation    Abdul Rafae Khan, Jia Xu arXiv_CL arXiv_CL  NMT  PDF
• 2019-11-10 Language Model-Driven Unsupervised Neural Machine Translation    Wei Zhang, Youyuan Lin, Ruoran Ren, Xiaodong Wang, Zhenshuang Liang, Zhen Huang arXiv_CL arXiv_CL  Unsupervised  NMT  Language_Model  PDF
• 2019-11-10 CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB    Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin arXiv_CL arXiv_CL  NMT  PDF
• 2019-11-10 Translationese as a Language in 'Multilingual' NMT    Parker Riley, Isaac Caswell, Markus Freitag, David Grangier arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  PDF
• 2019-11-08 How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation?    Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-11-08 Pretrained Language Models for Document-Level Neural Machine Translation    Liangyou Li, Xin Jiang, Qun Liu arXiv_CL arXiv_CL  Bert  Regularization  Pose  NMT  Language_Model  PDF
• 2019-11-08 Domain Robustness in Neural Machine Translation    Mathias Müller, Annette Rios, Rico Sennrich arXiv_CL arXiv_CL  Reconstruction  Regularization  Adversarial  NMT  PDF
• 2019-11-07 SubCharacter Chinese-English Neural Machine Translation with Wubi encoding    Wei Zhang, Feifei Lin, Xiaodong Wang, Zhenshuang Liang, Zhen Huang arXiv_CL arXiv_CL  Segmentation  RNN  NMT  PDF
• 2019-11-07 Low-Resource Machine Translation using Interlinear Glosses    Zhong Zhou, Lori Levin, David R. Mortensen, Alex Waibel arXiv_CL arXiv_CL  NMT  PDF
• 2019-11-07 Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing    Haoming Jiang, Chen Liang, Chong Wang, Tuo Zhao arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  NMT  Attention  PDF
• 2019-11-05 Training Neural Machine Translation Models using Tensor Train Decomposition on TensorFlow    Amelia Drew, Alexander Heinecke arXiv_CL arXiv_CL  Optimization  Survey  NMT  PDF
• 2019-11-04 On Compositionality in Neural Machine Translation    Vikas Raunak, Vaibhav Kumar, Florian Metze, Jaimie Callan arXiv_CL arXiv_CL  Pose  Quantitative  NMT  Prediction  PDF
• 2019-11-01 On the Linguistic Representational Power of Neural Machine Translation Models    Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass arXiv_CL arXiv_CL  Speech  Quantitative  NMT  PDF
• 2019-10-31 Pseudolikelihood Reranking with Masked Language Models    Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff arXiv_CL arXiv_CL  Bert  Speech  NMT  Inference  Language_Model  PDF
• 2019-10-31 Document-level Neural Machine Translation with Inter-Sentence Attention    Shu Jiang, Rui Wang, Zuchao Li, Masao Utiyama, Kehai Chen, Eiichiro Sumita, Hai Zhao, Bao-liang Lu arXiv_CL arXiv_CL  Transformer  Salient  Pose  NMT  Attention  PDF
• 2019-10-30 Adapting Multilingual Neural Machine Translation to Unseen Languages    Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Segmentation  Zero-Shot  NMT  PDF
• 2019-10-30 A Latent Morphology Model for Open-Vocabulary Neural Machine Translation    Duygu Ataman, Wilker Aziz, Alexandra Birch arXiv_CL arXiv_CL  Segmentation  Sparse  Pose  Face  NMT  PDF
• 2019-10-30 Ordering Matters: Word Ordering Aware Unsupervised NMT    Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  Denoising  PDF
• 2019-10-29 Findings of the Third Workshop on Neural Generation and Translation    Hiroaki Hayashi (1), Yusuke Oda (2), Alexandra Birch (3), Ioannis Konstas (4), Andrew Finch (5), Minh-Thang Luong (2), Graham Neubig (1), Katsuhito Sudoh (6) ((1) Carnegie Mellon University, (2) Google Brain, (3) University of Edinburgh, (4) Heriot-Watt University, (5) Apple, (6) Nara Institute of Science and Technology) arXiv_CL arXiv_CL  NMT  PDF
• 2019-10-27 Multitask Learning For Different Subword Segmentations In Neural Machine Translation    Tejas Srinivasan, Ramon Sanabria, Florian Metze arXiv_CL arXiv_CL  Segmentation  NMT  PDF
• 2019-10-24 Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed    Thuong-Hai Pham, Dominik Macháček, Ondřej Bojar arXiv_CL arXiv_CL  Transformer  Knowledge  NMT  Attention  PDF
• 2019-10-23 Controlling the Output Length of Neural Machine Translation    Surafel Melaku Lakew, Mattia Di Gangi, Marcello Federico arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  NMT  PDF
• 2019-10-22 Robust Neural Machine Translation for Clean and Noisy Speech Transcripts    Mattia Antonino Di Gangi, Robert Enyedi, Alessandra Brusadin, Marcello Federico arXiv_CL arXiv_CL  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2019-10-18 Controlling Utterance Length in NMT-based Word Segmentation with Attention    Pierre Godard, Laurent Besacier, Francois Yvon arXiv_CL arXiv_CL  Segmentation  Unsupervised  Boundary_Detection  NMT  Detection  Attention  PDF
• 2019-10-18 A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty    Emma Frejinger, Eric Larsen arXiv_CL arXiv_CL  Optimization  NMT  Prediction  PDF
• 2019-10-15 On the Importance of Word Boundaries in Character-level Neural Machine Translation    Duygu Ataman, Orhan Firat, Mattia A. Di Gangi, Marcello Federico, Alexandra Birch arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-10-12 From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction    Mika Hämäläinen, Simon Hengchen arXiv_CL arXiv_CL  Embedding  Unsupervised  Recognition  OCR  Optical_Character  NMT  PDF
• 2019-10-09 Novel Applications of Factored Neural Machine Translation    Patrick Wilken, Evgeny Matusov arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2019-10-07 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation    Zhenhao Li, Lucia Specia arXiv_CL arXiv_CL  Speech  Pose  NMT  PDF
• 2019-10-07 On Leveraging the Visual Modality for Neural Machine Translation    Vikas Raunak, Sang Keun Choe, Quanyang Lu, Yi Xu, Florian Metze arXiv_CL arXiv_CL  Embedding  Pose  Quantitative  NMT  Attention  Prediction  PDF
• 2019-10-07 Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation    Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen arXiv_CL arXiv_CL  Embedding  Pose  NMT  Relation  Attention  PDF
• 2019-10-01 Machine Translation for Machines: the Sentiment Classification Use Case    Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Reinforcement_Learning  Sentiment_Classification  Pose  NMT  Classification  Sentiment  PDF
• 2019-10-01 When and Why is Document-level Context Useful in Neural Machine Translation?    Yunsu Kim, Duc Thanh Tran, Hermann Ney arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2019-09-30 Interrogating the Explanatory Power of Attention in Neural Machine Translation    Pooya Moradi, Nishant Kambhatla, Anoop Sarkar arXiv_CL arXiv_CL  NMT  Attention  Prediction  PDF
• 2019-09-30 Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation    Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi arXiv_CL arXiv_CL  Embedding  Unsupervised  Regularization  Pose  NMT  Deep_Learning  Prediction  PDF
• 2019-09-27 On the use of BERT for Neural Machine Translation    Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina arXiv_CL arXiv_CL  Bert  NMT  PDF
• 2019-09-26 Selecting Artificially-Generated Sentences for Fine-Tuning Neural Machine Translation    Alberto Poncelas, Andy Way arXiv_CL arXiv_CL  NMT  PDF
• 2019-09-26 Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs    Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-09-24 Transfer Learning across Languages from Someone Else's NMT Model    Tom Kocmi, Ondřej Bojar arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  NMT  PDF
• 2019-09-21 Self-attention based end-to-end Hindi-English Neural Machine Translation    Siddhant Srivastava, Ritu Tiwari arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2019-09-20 Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages    Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  NMT  Relation  PDF
• 2019-09-18 Simple, Scalable Adaptation for Neural Machine Translation    Ankur Bapna, Naveen Arivazhagan, Orhan Firat arXiv_CL arXiv_CL  Pose  Action  NMT  PDF
• 2019-09-17 Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation    Jetic Gū, Hassan S. Shavarani, Anoop Sarkar arXiv_CL arXiv_CL  Pose  Face  NMT  Language_Model  PDF
• 2019-09-16 Multilingual Neural Machine Translation for Zero-Resource Languages    Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Transformer  Zero-Shot  RNN  Pose  NMT  PDF
• 2019-09-14 Beyond BLEU: Training Neural Machine Translation with Semantic Similarity    John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig arXiv_CL arXiv_CL  Optimization  Pose  NMT  PDF
• 2019-09-13 Neural Machine Translation with 4-Bit Precision and Beyond    Alham Fikri Aji, Kenneth Heafield arXiv_CL arXiv_CL  Transformer  Quantization  RNN  Pose  NMT  PDF
• 2019-09-12 CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction    Jakub Náplava, Milan Straka arXiv_CL arXiv_CL  Transformer  Enhancement  NMT  PDF
• 2019-09-11 Getting Gender Right in Neural Machine Translation    Eva Vanmassenhove, Christian Hardmeier, Andy Way arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2019-09-11 Dynamic Fusion: Attentional Language Model for Neural Machine Translation    Michiki Kurosawa, Mamoru Komachi arXiv_CL arXiv_CL  Pose  NMT  Attention  Language_Model  Prediction  PDF
• 2019-09-09 Combining SMT and NMT Back-Translated Data for Efficient NMT    Alberto Poncelas, Maja Popovic, Dimitar Shterionov, Gideon Maillette de Buy Wenniger, Andy Way arXiv_CL arXiv_CL  NMT  PDF
• 2019-09-06 Improving Neural Machine Translation with Parent-Scaled Self-Attention    Emanuele Bugliarello, Naoaki Okazaki arXiv_CL arXiv_CL  Transformer  Embedding  RNN  Pose  NMT  Attention  PDF
• 2019-09-06 HNMTP Conv: Optimize Convolution Algorithm for Single-Image Convolution Neural Network Inference on Mobile GPUs    Zhuoran Ji arXiv_CV arXiv_CV  Pose  NMT  CNN  Inference  PDF
• 2019-09-05 FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow    Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy arXiv_CL arXiv_CL  Pose  NMT  GAN  PDF
• 2019-09-05 Multi-Granularity Self-Attention for Neural Machine Translation    Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu arXiv_CL arXiv_CL  Pose  Action  NMT  Attention  PDF
• 2019-09-05 Investigating Multilingual NMT Representations at Scale    Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat arXiv_CL arXiv_CL  Transfer_Learning  NMT  Relation  Few-Shot  PDF
• 2019-09-04 Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation    Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-09-03 Context-Aware Monolingual Repair for Neural Machine Translation    Elena Voita, Rico Sennrich, Ivan Titov arXiv_CL arXiv_CL  OCR  Pose  NMT  PDF
• 2019-09-03 Multi-agent Learning for Neural Machine Translation    Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Knowledge  NMT  PDF
• 2019-09-02 Improving Context-aware Neural Machine Translation with Target-side Context    Hayahide Yamagishi, Mamoru Komachi arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2019-09-01 Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation    Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Pose  NMT  Classification  PDF
• 2019-09-01 Towards Understanding Neural Machine Translation with Word Importance    Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-08-31 Improving Back-Translation with Uncertainty-based Confidence Estimation    Shuo Wang, Yang Liu, Chao Wang, Huanbo Luan, Maosong Sun arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2019-08-30 Handling Syntactic Divergence in Low-resource Machine Translation    Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-08-30 Latent Part-of-Speech Sequences for Neural Machine Translation    Xuewen Yang, Yingru Liu, Dongliang Xie, Xin Wang, Niranjan Balasubramanian arXiv_AI arXiv_AI  Transformer  Speech  NMT  Inference  PDF
• 2019-08-30 Encoders Help You Disambiguate Word Senses in Neural Machine Translation    Gongbo Tang, Rico Sennrich, Joakim Nivre arXiv_CL arXiv_CL  Embedding  NMT  Attention  PDF
• 2019-08-29 Regularized Context Gates on Transformer for Machine Translation    Xintong Li, Lemao Liu, Rui Wang, Guoping Huang, Max Meng arXiv_CL arXiv_CL  Transformer  RNN  Regularization  Pose  NMT  PDF
• 2019-08-28 Learning a Multitask Curriculum for Neural Machine Translation    Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh arXiv_CL arXiv_CL  Optimization  NMT  Denoising  PDF
• 2019-08-27 On NMT Search Errors and Model Errors: Cat Got Your Tongue?    Felix Stahlberg, Bill Byrne arXiv_CL arXiv_CL  Transformer  NMT  Inference  PDF
• 2019-08-26 An Empirical Study of Domain Adaptation for Unsupervised Neural Machine Translation    Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2019-08-26 Transductive Data-Selection Algorithms for Fine-Tuning Neural Machine Translation    Alberto Poncelas, Gideon Maillette de Buy Wenniger, Andy Way arXiv_CL arXiv_CL  NMT  PDF
• 2019-08-25 Multilingual Neural Machine Translation with Language Clustering    Xu Tan, Jiale Chen, Di He, Yingce Xia, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Embedding  Zero-Shot  Knowledge  NMT  Relation  PDF
• 2019-08-23 Reference Network for Neural Machine Translation    Han Fu, Chenghao Liu, Jianling Sun arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-08-22 Dual Skew Divergence Loss for Neural Machine Translation    Fengshun Xiao, Yingting Wu, Hai Zhao, Rui Wang, Shu Jiang arXiv_CL arXiv_CL  Pose  NMT  Prediction  PDF
• 2019-08-21 Improving Neural Machine Translation with Pre-trained Representation    Rongxiang Weng, Heng Yu, Shujian Huang, Weihua Luo, Jiajun Chen arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Pose  NMT  PDF
• 2019-08-19 Recurrent Graph Syntax Encoder for Neural Machine Translation    Liang Ding, Dacheng Tao arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2019-08-17 Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform in Neural Machine Translation    Tianyu He, Xu Tan, Tao Qin arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2019-08-16 The Transference Architecture for Automatic Post-Editing    Santanu Pal, Hongfei Xu, Nico Herbig, Antonio Krueger, Josef van Genabith arXiv_CL arXiv_CL  Transformer  NMT  Attention  PDF
• 2019-08-16 Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring    Zihan Liu, Yan Xu, Genta Indra Winata, Pascale Fung arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  Language_Model  PDF
• 2019-08-15 Towards Making the Most of BERT in Neural Machine Translation    Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Pose  NMT  Language_Model  PDF
• 2019-08-14 Adabot: Fault-Tolerant Java Decompiler    Zhiming Li, Qing Wu, Kun Qian arXiv_CL arXiv_CL  Transformer  Segmentation  Pose  NMT  Attention  PDF
• 2019-08-09 UdS Submission for the WMT 19 Automatic Post-Editing Task    Hongfei Xu, Qiuhui Liu, Josef van Genabith arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2019-08-08 A Test Suite and Manual Evaluation of Document-Level NMT at WMT19    Kateřina Rysová, Magdaléna Rysová, Tomáš Musil, Lucie Poláková, Ondřej Bojar arXiv_CL arXiv_CL  NMT  PDF
• 2019-08-03 Invariance-based Adversarial Attack on Neural Machine Translation Systems    Akshay Chaturvedi, Abijith KP, Utpal Garain arXiv_CL arXiv_CL  Transformer  RNN  Adversarial  Pose  NMT  Attention  PDF
• 2019-08-02 Retrosynthesis with Attention-Based NMT Model and Chemical Analysis of the 'Wrong' Predictions    Hongliang Duan, Ling Wang, Chengyun Zhang, Jianjun Li arXiv_CL arXiv_CL  Action  NMT  Attention  Prediction  PDF
• 2019-08-01 JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English    Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay arXiv_CL arXiv_CL  NMT  PDF
• 2019-07-30 Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training    Saptadeep Pal, Eiman Ebrahimi, Arslan Zulfiqar, Yaosheng Fu, Victor Zhang, Szymon Migacz, David Nellans, Puneet Gupta arXiv_AI arXiv_AI  RNN  NMT  Deep_Learning  PDF
• 2019-07-30 English-Czech Systems in WMT19: Document-Level Transformer    Martin Popel, Dominik Macháček, Michal Auersperger, Ondřej Bojar, Pavel Pecina arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2019-07-29 Joey NMT: A Minimalist NMT Toolkit for Novices    Julia Kreutzer, Joost Bastings, Stefan Riezler arXiv_CV arXiv_CV  Transformer  RNN  Knowledge  NMT  PDF
• 2019-07-23 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models    Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He arXiv_CL arXiv_CL  Knowledge  Pose  NMT  Attention  Summarization  PDF
• 2019-07-19 Structure-Invariant Testing for Machine Translation    Pinjia He, Clara Meister, Zhendong Su arXiv_CL arXiv_CL  NMT  Medical  PDF
• 2019-07-18 Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models    Gongbo Tang, Rico Sennrich, Joakim Nivre arXiv_CL arXiv_CL  Transformer  Embedding  NMT  Attention  PDF
• 2019-07-15 Hierarchical Sequence to Sequence Voice Conversion with Limited Data    Praveen Narayanan, Punarjay Chakravarty, Francois Charette, Gint Puskorius arXiv_SD arXiv_SD  Recognition  Speech  NMT  Attention  Speech_Recognition  PDF
• 2019-07-11 Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges    Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu arXiv_AI arXiv_AI  Transfer_Learning  Pose  NMT  PDF
• 2019-07-10 Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns    Mika Hämäläinen, Khalid Alnajjar arXiv_CL arXiv_CL  NMT  PDF
• 2019-07-06 Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation    Aizhan Imankulova, Raj Dabre, Atsushi Fujita, Kenji Imamura arXiv_CL arXiv_CL  Transfer_Learning  Pose  NMT  PDF
• 2019-07-03 Depth Growing for Neural Machine Translation    Lijun Wu, Yiren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu arXiv_CL arXiv_CL  Transformer  Text_Classification  Pose  NMT  Classification  PDF
• 2019-07-02 Improving Robustness in Real-World Neural Machine Translation Engines    Rohit Gupta, Patrik Lambert, Raj Nath Patel, John Tinsley arXiv_CL arXiv_CL  NMT  PDF
• 2019-06-26 Sharing Attention Weights for Fast Transformer    Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu arXiv_CL arXiv_CL  Transformer  NMT  Attention  Inference  PDF
• 2019-06-25 Saliency-driven Word Alignment Interpretation for Neural Machine Translation    Shuoyang Ding, Hainan Xu, Philipp Koehn arXiv_CL arXiv_CL  Transformer  Salient  Pose  NMT  PDF
• 2019-06-24 Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models    Chris Hokamp, John Glover, Demian Gholipour arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Knowledge  Pose  NMT  PDF
• 2019-06-21 Neural Machine Translating from Natural Language to SPARQL    Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  NMT  Deep_Learning  PDF
• 2019-06-21 Incremental Adaptation of NMT for Professional Post-editors: A User Study    Miguel Domingo, Mercedes García-Martínez, Álvaro Peris, Alexandre Helle, Amando Estela, Laurent Bié, Francisco Casacuberta, Manuel Herranz arXiv_CL arXiv_CL  NMT  PDF
• 2019-06-20 ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Automatic Program Repair    Thibaud Lutellier, Lawrence Pang, Viet Hung Pham, Moshi Wei, Lin Tan arXiv_CL arXiv_CL  RNN  Pose  NMT  CNN  PDF
• 2019-06-20 Conflict as an Inverse of Attention in Sequence Relationship    Rajarshee Mitra arXiv_CL arXiv_CL  Pose  Action  NMT  Relation  Attention  PDF
• 2019-06-20 Improving Zero-shot Translation with Language-Independent Constraints    Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha, Alex Waibel arXiv_CL arXiv_CL  Transformer  Zero-Shot  Regularization  NMT  PDF
• 2019-06-19 Multilingual Multi-Domain Adaptation Approaches for Neural Machine Translation    Chenhui Chu, Raj Dabre arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2019-06-18 Adaptation of Machine Translation Models with Back-translated Data using Transductive Data Selection Methods    Alberto Poncelas, Gideon Maillette de Buy Wenniger, Andy Way arXiv_CL arXiv_CL  NMT  PDF
• 2019-06-17 Generalizing Back-Translation in Neural Machine Translation    Miguel Graça, Yunsu Kim, Julian Schamper, Shahram Khadivi, Hermann Ney arXiv_CL arXiv_CL  Optimization  Pose  NMT  PDF
• 2019-06-17 A Multi-Task Architecture on Relevance-based Neural Query Translation    Sheikh Muhammad Sarwar, Hamed Bonab, James Allan arXiv_CV arXiv_CV  Regularization  Quantitative  NMT  PDF
• 2019-06-15 Tagged Back-Translation    Isaac Caswell, Ciprian Chelba, David Grangier arXiv_AI arXiv_AI  Pose  NMT  PDF
• 2019-06-12 Monotonic Infinite Lookback Attention for Simultaneous Machine Translation    Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, Chung-Cheng Chiu, Semih Yavuz, Ruoming Pang, Wei Li, Colin Raffel arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2019-06-12 Unsupervised Question Answering by Cloze Translation    Patrick Lewis, Ludovic Denoyer, Sebastian Riedel arXiv_AI arXiv_AI  Unsupervised  Pose  NMT  QA  PDF
• 2019-06-11 A Survey of Multilingual Neural Machine Translation    Raj Dabre, Chenhui Chu, Anoop Kunchukuttan arXiv_CL arXiv_CL  Knowledge  Pose  Survey  Action  NMT  PDF
• 2019-06-07 Shared-Private Bilingual Word Embeddings for Neural Machine Translation    Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Face  NMT  Relation  Attention  PDF
• 2019-06-06 Unsupervised Pivot Translation for Distant Languages    Yichong Leng, Xu Tan, Tao Qin, Xiang-Yang Li, Tie-Yan Liu arXiv_AI arXiv_AI  Unsupervised  Pose  NMT  Attention  PDF
• 2019-06-06 Bridging the Gap between Training and Inference for Neural Machine Translation    Wen Zhang, Yang Feng, Fandong Meng, Di You, Qun Liu arXiv_CL arXiv_CL  NMT  Inference  Matching  PDF
• 2019-06-06 Robust Neural Machine Translation with Doubly Adversarial Inputs    Yong Cheng, Lu Jiang, Wolfgang Macherey arXiv_CL arXiv_CL  Transformer  Adversarial  Pose  NMT  PDF
• 2019-06-05 From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions    David Mareček, Rudolf Rosa arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2019-06-05 Learning Deep Transformer Models for Machine Translation    Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao arXiv_CL arXiv_CL  Transformer  Face  NMT  PDF
• 2019-06-04 Post-editing Productivity with Neural Machine Translation: An Empirical Assessment of Speed and Quality in the Banking and Finance Domain    Samuel Läubli, Chantal Amrhein, Patrick Düggelin, Beatriz Gonzalez, Alena Zwahlen, Martin Volk arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2019-06-04 Lattice-Based Transformer Encoder for Neural Machine Translation    Fengshun Xiao, Jiangtong Li, Hai Zhao, Rui Wang, Kehai Chen arXiv_CL arXiv_CL  Transformer  Segmentation  Pose  NMT  Attention  PDF
• 2019-06-04 Exploiting Sentential Context for Neural Machine Translation    Xing Wang, Zhaopeng Tu, Longyue Wang, Shuming Shi arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2019-06-04 Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations    Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li arXiv_CL arXiv_CL  Zero-Shot  Pose  Quantitative  NMT  Relation  PDF
• 2019-06-02 Domain Adaptive Inference for Neural Machine Translation    Danielle Saunders, Felix Stahlberg, Adria de Gispert, Bill Byrne arXiv_CL arXiv_CL  NMT  Inference  PDF
• 2019-06-02 Domain Adaptation of Neural Machine Translation by Lexicon Induction    Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2019-05-31 Examining Structure of Word Embeddings with PCA    Tomáš Musil arXiv_CL arXiv_CL  Embedding  Speech  NMT  Relation  Sentiment  GAN  Language_Model  PDF
• 2019-05-28 Revisiting Low-Resource Neural Machine Translation: A Case Study    Rico Sennrich, Biao Zhang arXiv_CL arXiv_CL  NMT  PDF
• 2019-05-24 DebiasingWord Embeddings Improves Multimodal Machine Translation    Tosho Hirasawa, Mamoru Komachi arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2019-05-24 An Analysis of Source-Side Grammatical Errors in NMT    Antonios Anastasopoulos arXiv_CL arXiv_CL  NMT  PDF
• 2019-05-22 Corpus Augmentation by Sentence Segmentation for Low-Resource Neural Machine Translation    Jinyi Zhang, Tadahiro Matsumoto arXiv_CL arXiv_CL  Segmentation  Pose  NMT  PDF
• 2019-05-20 Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation    Xinyi Wang, Graham Neubig arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-05-15 When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion    Elena Voita, Rico Sennrich, Ivan Titov arXiv_CL arXiv_CL  Knowledge  Action  NMT  PDF
• 2019-05-14 Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies    Yunsu Kim, Yingbo Gao, Hermann Ney arXiv_CL arXiv_CL  Embedding  Transfer_Learning  NMT  PDF
• 2019-05-13 Synchronous Bidirectional Neural Machine Translation    Long Zhou, Jiajun Zhang, Chengqing Zong arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2019-05-08 Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations    Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang arXiv_CL arXiv_CL  Embedding  RNN  Pose  NMT  PDF
• 2019-05-06 UFRGS Participation on the WMT Biomedical Translation Shared Task    Felipe Soares, Karin Becker arXiv_CL arXiv_CL  NMT  Medical  PDF
• 2019-05-05 A Parallel Corpus of Theses and Dissertations Abstracts    Felipe Soares, Gabrielli Harumi Yamashita, Michel Jose Anzanello arXiv_CL arXiv_CL  NMT  PDF
• 2019-05-05 BVS Corpus: A Multilingual Parallel Corpus of Biomedical Scientific Texts    Felipe Soares, Martin Krallinger arXiv_CL arXiv_CL  NMT  GAN  Medical  PDF
• 2019-04-28 Neural Machine Translation with Recurrent Highway Networks    Maulik Parmar, V.Susheela Devi arXiv_CL arXiv_CL  RNN  NMT  Attention  Language_Model  PDF
• 2019-04-24 Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors    Nicholas Ruiz, Mattia Antonino Di Gangi, Nicola Bertoldi, Marcello Federico arXiv_CL arXiv_CL  Recognition  Speech  Face  NMT  Speech_Recognition  PDF
• 2019-04-21 Dynamic Past and Future for Neural Machine Translation    Zaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai, Jiajun Chen arXiv_CL arXiv_CL  Transformer  Pose  NMT  PDF
• 2019-04-19 Code-Switching for Enhancing NMT with Pre-Specified Translation    Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, Min Zhang arXiv_CL arXiv_CL  NMT  PDF
• 2019-04-09 Text Repair Model for Neural Machine Translation    Markus Freitag, Isaac Caswell, Scott Roy arXiv_CL arXiv_CL  NMT  PDF
• 2019-04-05 Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models --- Is Single-Corpus Evaluation Enough?    Masato Mita, Tomoya Mizumoto, Masahiro Kaneko, Ryo Nagata, Kentaro Inui arXiv_CL arXiv_CL  Transformer  RNN  NMT  PDF
• 2019-04-05 End-to-End Multi-Task Learning with Attention    Shikun Liu, Edward Johns, Andrew J. Davison arXiv_CV arXiv_CV  Pose  NMT  Classification  Attention  Image_Classification  Prediction  PDF
• 2019-04-04 Consistency by Agreement in Zero-shot Neural Machine Translation    Maruan Al-Shedivat, Ankur P. Parikh arXiv_CL arXiv_CL  Zero-Shot  NMT  Inference  PDF
• 2019-04-01 Multimodal Machine Translation with Embedding Prediction    Tosho Hirasawa, Hayahide Yamagishi, Yukio Matsumura, Mamoru Komachi arXiv_CL arXiv_CL  Embedding  Pose  NMT  Relation  Prediction  PDF
• 2019-03-23 Competence-based Curriculum Learning for Neural Machine Translation    Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom M. Mitchell arXiv_CL arXiv_CL  Transformer  Optimization  Pose  NMT  PDF
• 2019-03-21 Selective Attention for Context-aware Neural Machine Translation    Sameen Maruf, André F. T. Martins, Gholamreza Haffari arXiv_CL arXiv_CL  Transformer  Sparse  Pose  NMT  Attention  PDF
• 2019-03-17 The Missing Ingredient in Zero-Shot Neural Machine Translation    Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey arXiv_AI arXiv_AI  Zero-Shot  Pose  NMT  PDF
• 2019-03-04 Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages    Raj Dabre, Fabien Cromieres, Sadao Kurohashi arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2019-03-03 Calibration of Encoder Decoder Models for Neural Machine Translation    Aviral Kumar, Sunita Sarawagi arXiv_CL arXiv_CL  NMT  Attention  Inference  Prediction  PDF
• 2019-03-01 Chinese-Japanese Unsupervised Neural Machine Translation Using Sub-character Level Information    Longtu Zhang, Mamoru Komachi arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2019-02-28 Massively Multilingual Neural Machine Translation    Roee Aharoni, Melvin Johnson, Orhan Firat arXiv_CL arXiv_CL  NMT  PDF
• 2019-02-28 Non-Parametric Adaptation for Neural Machine Translation    Ankur Bapna, Orhan Firat arXiv_CL arXiv_CL  Gradient_Descent  Pose  NMT  Inference  PDF
• 2019-02-28 Reinforcement Learning based Curriculum Optimization for Neural Machine Translation    Gaurav Kumar, George Foster, Colin Cherry, Maxim Krikun arXiv_CL arXiv_CL  Reinforcement_Learning  Optimization  Knowledge  NMT  PDF
• 2019-02-23 Augmenting Neural Machine Translation with Knowledge Graphs    Diego Moussallem, Mihael Arčan, Axel-Cyrille Ngonga Ngomo, Paul Buitelaar arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  NMT  Attention  PDF
• 2019-02-22 OpenKiwi: An Open Source Framework for Quality Estimation    Fábio Kepler, Jonay Trénous, Marcos Treviso, Miguel Vera, André F. T. Martins arXiv_CL arXiv_CL  NMT  PDF
• 2019-02-22 Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax    Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-hsuan Sung, Brian Strope, Ray Kurzweil arXiv_CL arXiv_CL  Embedding  Pose  NMT  PDF
• 2019-02-19 Semantic Neural Machine Translation using AMR    Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su arXiv_AI arXiv_AI  Knowledge  NMT  Attention  PDF
• 2019-02-10 Neural Machine Translation for Cebuano to Tagalog with Subword Unit Translation    Kristine Mae M. Adlaon, Nelson Marcos arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2019-02-09 Multilingual Neural Machine Translation With Soft Decoupled Encoding    Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig arXiv_CL arXiv_CL  Embedding  Pose  Face  NMT  PDF
• 2019-02-04 An Effective Approach to Unsupervised Machine Translation    Mikel Artetxe, Gorka Labaka, Eneko Agirre arXiv_AI arXiv_AI  Unsupervised  NMT  PDF
• 2019-02-02 An end-to-end Generative Retrieval Method for Sponsored Search Engine --Decoding Efficiently into a Closed Target Domain    Yijiang Lian, Zhijie Chen, Jinlong Hu, Kefeng Zhang, Chunwei Yan, Muchenxuan Tong, Wenying Han, Hanju Guan, Ying Li, Ying Cao, Yang Yu, Zhigang Li, Xiaochun Liu, Yue Wang arXiv_CL arXiv_CL  NMT  Inference  PDF
• 2019-01-31 Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory    Ya Li, Xinyu Liu, Dan Liu, Xueqiang Zhang, Junhua Liu arXiv_AI arXiv_AI  Pose  NMT  Attention  PDF
• 2019-01-25 Context in Neural Machine Translation: A Review of Models and Evaluations    Andrei Popescu-Belis arXiv_CL arXiv_CL  Review  Pose  NMT  PDF
• 2019-01-25 On Learning Meaningful Code Changes via Neural Machine Translation    Michele Tufano, Jevgenija Pantiuchina, Cody Watson, Gabriele Bavota, Denys Poshyvanyk arXiv_CL arXiv_CL  Quantitative  NMT  Deep_Learning  PDF
• 2019-01-18 Modeling Latent Sentence Structure in Neural Machine Translation    Joost Bastings, Wilker Aziz, Ivan Titov, Khalil Sima'an arXiv_CL arXiv_CL  Embedding  RNN  NMT  PDF
• 2019-01-14 Unsupervised Neural Machine Translation with SMT as Posterior Regularization    Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma arXiv_CL arXiv_CL  Embedding  Unsupervised  Regularization  NMT  Language_Model  PDF
• 2019-01-11 ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation    J. Edward Hu, Rachel Rudinger, Matt Post, Benjamin Van Durme arXiv_CL arXiv_CL  NMT  Text_Generation  PDF
• 2018-12-26 Learning to Refine Source Representations for Neural Machine Translation    Xinwei Geng, Longyue Wang, Xing Wang, Bing Qin, Ting Liu, Zhaopeng Tu arXiv_CL arXiv_CL  Reinforcement_Learning  Pose  NMT  PDF
• 2018-12-21 What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models    Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James Glass arXiv_CL arXiv_CL  Unsupervised  Salient  Pose  NMT  Relation  Language_Model  PDF
• 2018-12-20 How Much Does Tokenization Affect in Neural Machine Translation?    Miguel Domingo, Mercedes Garcıa-Martınez, Alexandre Helle, Francisco Casacuberta arXiv_CL arXiv_CL  Segmentation  Embedding  Knowledge  NMT  PDF
• 2018-12-19 DTMT: A Novel Deep Transition Architecture for Neural Machine Translation    Fandong Meng, Jinchao Zhang arXiv_CL arXiv_CL  Transformer  RNN  NMT  Attention  PDF
• 2018-12-12 SMT vs NMT: A Comparison over Hindi & Bengali Simple Sentences    Sainik Kumar Mahata, Soumil Mandal, Dipankar Das, Sivaji Bandyopadhyay arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2018-12-11 Conditional Variational Autoencoder for Neural Machine Translation    Artidoro Pagnoni, Kevin Liu, Shangyan Li arXiv_CL arXiv_CL  Face  NMT  Attention  Text_Generation  Inference  PDF
• 2018-12-09 EcoRNN: Efficient Computing of LSTM RNN Training on GPUs    Bojian Zheng, Abhishek Tiwari, Nandita Vijaykumar, Gennady Pekhimenko arXiv_AI arXiv_AI  Optimization  RNN  Pose  NMT  Attention  PDF
• 2018-12-08 Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding    Daqing Liu, Hanwang Zhang, Zheng-Jun Zha, Feng Wu arXiv_CV arXiv_CV  Embedding  Pose  NMT  PDF
• 2018-11-28 Unsupervised Multi-modal Neural Machine Translation    Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang arXiv_CV arXiv_CV  Unsupervised  Pose  NMT  Inference  PDF
• 2018-11-23 A Hierarchical Neural Network for Sequence-to-Sequences Learning    Si Zuo, Zhimin Xu arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2018-11-21 Neural Machine Translation based Word Transduction Mechanisms for Low-Resource Languages    Saurav Jha, Akhilesh Sudhakar, Anil Kumar Singh arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  NMT  PDF
• 2018-11-21 Neural Machine Translation with Adequacy-Oriented Learning    Xiang Kong, Zhaopeng Tu, Shuming Shi, Eduard Hovy, Tong Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Adversarial  Pose  Face  Quantitative  NMT  Attention  PDF
• 2018-11-14 Translating Terminological Expressions in Knowledge Bases with Neural Machine Translation    Mihael Arcan, Paul Buitelaar arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Ontology  NMT  Medical  PDF
• 2018-11-13 Towards Neural Machine Translation for African Languages    Jade Z. Abbott, Laura Martinus arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2018-11-09 Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation    Matt Post, David Vilar arXiv_CL arXiv_CL  NMT  Relation  PDF
• 2018-11-07 Data Selection with Feature Decay Algorithms Using an Approximated Target Side    Alberto Poncelas, Gideon Maillette de Buy Wenniger, Andy Way arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2018-11-06 Off-the-Shelf Unsupervised NMT    Chris Hokamp, Sebastian Ruder, John Glover arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2018-11-03 Identifying and Controlling Important Neurons in Neural Machine Translation    Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass arXiv_CL arXiv_CL  Unsupervised  NMT  PDF
• 2018-11-03 Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary    Surafel M. Lakew, Aliia Erofeeva, Matteo Negri, Marcello Federico, Marco Turchi arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  NMT  PDF
• 2018-11-02 Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation    Xing Niu, Weijia Xu, Marine Carpuat arXiv_CL arXiv_CL  Reconstruction  NMT  PDF
• 2018-11-02 Improving the Robustness of Speech Translation    Xiang Li, Haiyang Xue, Wei Chen, Yang Liu, Yang Feng, Qun Liu arXiv_CL arXiv_CL  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2018-11-01 Multilingual NMT with a language-independent attention bridge    Raúl Vázquez, Alessandro Raganato, Jörg Tiedemann, Mathias Creutz arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Action  NMT  Attention  PDF
• 2018-11-01 Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages    Rudra Murthy V, Anoop Kunchukuttan, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Transfer_Learning  Pose  NMT  PDF
• 2018-11-01 Towards Linear Time Neural Machine Translation with Capsule Networks    Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi xiong, Chao bian arXiv_CL arXiv_CL  RNN  Knowledge  NMT  PDF
• 2018-11-01 Language-Independent Representor for Neural Machine Translation    Long Zhou, Yuchen Liu, Jiajun Zhang, Chengqing Zong, Guoping Huang arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2018-11-01 Hybrid Self-Attention Network for Machine Translation    Kaitao Song, Tan Xu, Furong Peng, Jianfeng Lu arXiv_CL arXiv_CL  Transformer  Pose  NMT  Attention  PDF
• 2018-10-31 You May Not Need Attention    Ofir Press, Noah A. Smith arXiv_CL arXiv_CL  NMT  Attention  PDF
• 2018-10-30 Unsupervised Neural Machine Translation Initialized by Unsupervised Statistical Machine Translation    Benjamin Marie, Atsushi Fujita arXiv_CL arXiv_CL  Unsupervised  Pose  NMT  PDF
• 2018-10-24 The MeMAD Submission to the IWSLT 2018 Speech Translation Task    Umut Sulubacak, Jörg Tiedemann, Aku Rouhe, Stig-Arne Grönroos, Mikko Kurimo arXiv_CL arXiv_CL  Recognition  Speech  NMT  Speech_Recognition  PDF
• 2018-10-24 Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation    Zaixiang Zheng, Shujian Huang, Zewei Sun, Rongxiang Weng, Xin-Yu Dai, Jiajun Chen arXiv_CL arXiv_CL  Pose  NMT  Attention  PDF
• 2018-10-24 Exploiting Deep Representations for Neural Machine Translation    Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang arXiv_AI arXiv_AI  Regularization  Pose  NMT  Attention  PDF
• 2018-10-19 Optimizing Segmentation Granularity for Neural Machine Translation    Elizabeth Salesky, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig arXiv_CL arXiv_CL  Segmentation  Embedding  Unsupervised  Pose  NMT  PDF
• 2018-10-19 Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation    Rui Wang, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2018-10-17 An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation    Gongbo Tang, Rico Sennrich, Joakim Nivre arXiv_CL arXiv_CL  Transformer  NMT  Attention  PDF
• 2018-10-16 Multi-Source Neural Machine Translation with Data Augmentation    Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2018-10-15 Robust Neural Machine Translation with Joint Textual and Phonetic Embedding    Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong, Zhongjun He arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2018-10-15 Syntax-Directed Attention for Neural Machine Translation    Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao arXiv_CL arXiv_CL  Pose  NMT  Attention  Prediction  PDF
• 2018-10-09 Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation    Parnia Bahar, Christopher Brix, Hermann Ney arXiv_CL arXiv_CL  RNN  Pose  NMT  Attention  PDF
• 2018-10-05 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation    Xiao Pu, Nikolaos Pappas, James Henderson, Andrei Popescu-Belis arXiv_CL arXiv_CL  Weakly_Supervised  NMT  PDF
• 2018-10-04 AutoLoss: Learning Discrete Schedules for Alternate Optimization    Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric Xing arXiv_CL arXiv_CL  Optimization  NMT  Classification  GAN  PDF
• 2018-10-02 Optimally Segmenting Inputs for NMT Shows Preference for Character-Level Processing    Julia Kreutzer, Artem Sokolov arXiv_CL arXiv_CL  Segmentation  NMT  PDF
• 2018-09-30 Adversarial Neural Machine Translation    Lijun Wu, Yingce Xia, Li Zhao, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu arXiv_CL arXiv_CL  Adversarial  NMT  GAN  CNN  PDF
• 2018-09-30 Tree2Tree Neural Translation Model for Learning Source Code Changes    Saikat Chakraborty, Miltiadis Allamanis, Baishakhi Ray arXiv_CL arXiv_CL  Pose  NMT  PDF
• 2018-09-28 Self-organizing dynamical networks able to learn autonomously    Pablo Kaluza arXiv_CL arXiv_CL  Pose  Action  NMT  GAN  Autonomous  PDF
• 2018-09-19 NICT's Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task    Rui Wang, Benjamin Marie, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  NMT  GAN  PDF
• 2018-09-19 NICT's Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task    Benjamin Marie, Rui Wang, Atsushi Fujita, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL  Transformer  NMT  PDF
• 2018-09-19 Close to Human Quality TTS with Transformer    Naihan Li, Shujie Liu, Yanqing Liu, Sheng Zhao, Ming Liu, Ming Zhou arXiv_CL arXiv_CL  Transformer  RNN  Speech  Pose  NMT  Attention  Inference  PDF
• 2018-09-18 A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits    Sariya Karimova, Patrick Simianer, Stefan Riezler (Heidelberg University) arXiv_CL arXiv_CL  Action  NMT  PDF
• 2018-09-12 Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation    Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Review  Pose