NMT

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 NMT Classification Attention PDF
2018-09-11 On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation Tamer Alkhouli, Gabriel Bretschner, Hermann Ney arXiv_CL arXiv_CL Transformer Pose Action NMT Attention PDF
2018-09-10 Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai, Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka arXiv_CL arXiv_CL NMT Attention PDF
2018-09-10 Towards one-shot learning for rare-word translation with external experts Ngoc-Quan Pham, Jan Niehues, Alex Waibel arXiv_CL arXiv_CL Reinforcement_Learning Pose Action NMT PDF
2018-09-10 Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation Chenze Shao, Yang Feng, Xilin Chen arXiv_CL arXiv_CL NMT Inference Matching PDF
2018-09-07 Neural Machine Translation of Logographic Languages Using Sub-character Level Information Longtu Zhang, Mamoru Komachi arXiv_CL arXiv_CL Pose NMT Attention PDF
2018-09-06 Character-Aware Decoder for Neural Machine Translation Adithya Renduchintala, Pamela Shapiro, Kevin Duh, Philipp Koehn arXiv_CL arXiv_CL Embedding NMT Attention CNN PDF
2018-09-06 Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Jetic Gū, Hassan S. Shavarani, Anoop Sarkar arXiv_CL arXiv_CL RNN Pose NMT Attention PDF
2018-09-05 Document-Level Neural Machine Translation with Hierarchical Attention Networks Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson arXiv_CL arXiv_CL Pose Action NMT Attention PDF
2018-09-05 BPE and CharCNNs for Translation of Morphology: A Cross-Lingual Comparison and Analysis Pamela Shapiro, Kevin Duh arXiv_CL arXiv_CL NMT PDF
2018-09-04 Unsupervised Statistical Machine Translation Mikel Artetxe, Gorka Labaka, Eneko Agirre arXiv_CL arXiv_CL Embedding Unsupervised Pose NMT Language_Model PDF
2018-09-04 A neural interlingua for multilingual machine translation Yichao Lu, Phillip Keung, Faisal Ladhak, Vikas Bhardwaj, Shaonan Zhang, Jason Sun arXiv_CL arXiv_CL Embedding Zero-Shot Review NMT PDF
2018-09-02 Future-Prediction-Based Model for Neural Machine Translation Bingzhen Wei, Junyang Lin arXiv_CL arXiv_CL Pose NMT Prediction PDF
2018-09-01 MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing Marcin Junczys-Dowmunt, Roman Grundkiewicz arXiv_CL arXiv_CL Transformer NMT PDF
2018-09-01 Simple Fusion: Return of the Language Model Felix Stahlberg, James Cross, Veselin Stoyanov arXiv_CL arXiv_CL NMT Language_Model Prediction PDF
2018-08-31 Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba arXiv_CL arXiv_CL Pose NMT Denoising PDF
2018-08-31 The MeMAD Submission to the WMT18 Multimodal Translation Task Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphael Troncy, Raúl Vázquez arXiv_CL arXiv_CL Transformer Pose NMT PDF
2018-08-30 Pronoun Translation in English-French Machine Translation: An Analysis of Error Types Christian Hardmeier, Liane Guillou arXiv_CL arXiv_CL Transformer NMT PDF
2018-08-29 Correcting Length Bias in Neural Machine Translation Kenton Murray, David Chiang arXiv_CL arXiv_CL NMT PDF
2018-08-29 Revisiting Character-Based Neural Machine Translation with Capacity and Compression Colin Cherry, George Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey arXiv_CL arXiv_CL NMT PDF
2018-08-29 An Operation Sequence Model for Explainable Neural Machine Translation Felix Stahlberg, Danielle Saunders, Bill Byrne arXiv_CL arXiv_CL Transformer Pose NMT PDF
2018-08-28 A Tree-based Decoder for Neural Machine Translation Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig arXiv_CL arXiv_CL RNN Knowledge Pose NMT PDF
2018-08-27 A Study of Reinforcement Learning for Neural Machine Translation Lijun Wu, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu arXiv_AI arXiv_AI Reinforcement_Learning Pose NMT PDF
2018-08-27 Character-level Chinese-English Translation through ASCII Encoding Nikola I. Nikolov, Yuhuang Hu, Mi Xue Tan, Richard H.R. Hahnloser arXiv_CL arXiv_CL Pose NMT CNN PDF
2018-08-26 Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell arXiv_CL arXiv_CL Embedding Zero-Shot Pose NMT Relation PDF
2018-08-25 Exploring Recombination for Efficient Decoding of Neural Machine Translation Zhisong Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao arXiv_CL arXiv_CL Pose NMT Prediction PDF
2018-08-25 Paraphrases as Foreign Languages in Multilingual Neural Machine Translation Zhong Zhou, Matthias Sperber, Alex Waibel arXiv_CL arXiv_CL NMT PDF
2018-08-25 Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu, Yong Wang, Yun Chen, Kyunghyun Cho, Victor O.K. Li arXiv_CL arXiv_CL Transfer_Learning Pose Action NMT PDF
2018-08-23 Style Transfer as Unsupervised Machine Translation Zhirui Zhang, Shuo Ren, Shujie Liu, Jianyong Wang, Peng Chen, Mu Li, Ming Zhou, Enhong Chen arXiv_CL arXiv_CL Embedding Unsupervised Style_Transfer Pose NMT PDF
2018-08-22 Training Deeper Neural Machine Translation Models with Transparent Attention Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu arXiv_AI arXiv_AI Transformer Optimization RNN Pose NMT Attention CNN PDF
2018-08-22 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig arXiv_CL arXiv_CL Optimization NMT PDF
2018-08-22 Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su arXiv_AI arXiv_AI Pose NMT Attention PDF
2018-08-21 Translational Grounding: Using Paraphrase Recognition and Generation to Demonstrate Semantic Abstraction Abilities of MultiLingual NMT Jörg Tiedemann, Yves Scherrer arXiv_CL arXiv_CL Recognition Action NMT PDF
2018-08-19 Neural Machine Translation of Text from Non-Native Speakers Alison Lui, Antonios Anastasopoulos, David Chiang arXiv_CL arXiv_CL NMT PDF
2018-08-19 SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo, John Richardson arXiv_CL arXiv_CL Segmentation NMT PDF
2018-08-13 Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato arXiv_CL arXiv_CL Unsupervised Pose NMT Denoising Language_Model PDF
2018-08-13 D-PAGE: Diverse Paraphrase Generation Qiongkai Xu, Juyan Zhang, Lizhen Qu, Lexing Xie, Richard Nock arXiv_AI arXiv_AI Pose NMT Deep_Learning PDF
2018-08-13 Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen arXiv_CL arXiv_CL Regularization Pose NMT PDF
2018-08-11 Ancient-Modern Chinese Translation with a Large Training Dataset Dayiheng Liu, Jiancheng Lv, Kexin Yang, Qian Qu arXiv_CL arXiv_CL Knowledge Pose NMT PDF
2018-08-08 Debugging Neural Machine Translations Matīss Rikters arXiv_CL arXiv_CL Pose NMT Attention PDF
2018-08-04 code2seq: Generating Sequences from Structured Representations of Code Uri Alon, Omer Levy, Eran Yahav arXiv_AI arXiv_AI NMT Attention Summarization PDF
2018-08-01 Low-Latency Neural Speech Translation Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, Alex Waibel arXiv_CL arXiv_CL Speech NMT Deep_Learning PDF
2018-07-31 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernandez Abrego, Keith Stevens, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil arXiv_CL arXiv_CL Reconstruction Embedding NMT Matching PDF
2018-07-30 Doubly Attentive Transformer Machine Translation Hasan Sait Arslan, Mark Fishel, Gholamreza Anbarjafari arXiv_CL arXiv_CL Image_Caption Transformer Pose NMT Attention Caption CNN PDF
2018-07-30 Training Neural Machine Translation using Word Embedding-based Loss Katsuki Chousa, Katsuhito Sudoh, Satoshi Nakamura arXiv_CL arXiv_CL Embedding Pose NMT PDF
2018-07-29 Fast derivation of neural network based document vectors with distance constraint and negative sampling Wei Li, Brian Mak arXiv_CL arXiv_CL Embedding Knowledge NMT Classification Attention PDF
2018-07-25 Finding Better Subword Segmentation for Neural Machine Translation Yingting Wu, Hai Zhao arXiv_CL arXiv_CL Segmentation Unsupervised NMT PDF
2018-07-24 Otem&Utem: Over- and Under-Translation Evaluation Metric for NMT Jing Yang, Biao Zhang, Yue Qin, Xiangwen Zhang, Qian Lin, Jinsong Su arXiv_CL arXiv_CL Pose Quantitative NMT Relation PDF
2018-07-18 Towards Neural Phrase-based Machine Translation Po-Sen Huang, Chong Wang, Sitao Huang, Dengyong Zhou, Li Deng arXiv_CL arXiv_CL Segmentation Pose NMT Attention PDF
2018-07-14 Recurrent Stacking of Layers for Compact Neural Machine Translation Models Raj Dabre, Atsushi Fujita arXiv_CL arXiv_CL Pose NMT PDF
2018-07-09 NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris, Francisco Casacuberta arXiv_CL arXiv_CL Video_Caption NMT Classification Deep_Learning VQA Caption PDF
2018-07-06 Oracle-free Detection of Translation Issue for Neural Machine Translation Wujie Zheng, Wenyu Wang, Dian Liu, Changrong Zhang, Qinsong Zeng, Yuetang Deng, Wei Yang, Tao Xie arXiv_AI arXiv_AI Pose Face NMT Detection PDF
2018-06-29 Neural Machine Translation with Key-Value Memory-Augmented Attention Fandong Meng, Zhaopeng Tu, Yong Cheng, Haiyang Wu, Junjie Zhai, Yuekui Yang, Di Wang arXiv_CL arXiv_CL Pose Action NMT Attention PDF
2018-06-28 Stay On-Topic: Generating Context-specific Fake Restaurant Reviews Mika Juuti, Bo Sun, Tatsuya Mori, N. Asokan arXiv_CL arXiv_CL RNN Review NMT Detection PDF
2018-06-25 Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora Sree Harsha Ramesh, Krishna Prasad Sankaranarayanan arXiv_CL arXiv_CL NMT PDF
2018-06-23 On Adversarial Examples for Character-Level Neural Machine Translation Javid Ebrahimi, Daniel Lowd, Dejing Dou arXiv_AI arXiv_AI Adversarial Pose NMT Deep_Learning PDF
2018-06-20 A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel M. Lakew, Mauro Cettolo, Marcello Federico arXiv_CL arXiv_CL Transformer Zero-Shot RNN Quantitative NMT Inference PDF
2018-06-19 Learning from Chunk-based Feedback in Neural Machine Translation Pavel Petrushkov, Shahram Khadivi, Evgeny Matusov arXiv_CL arXiv_CL Pose NMT PDF
2018-06-14 Morphological and Language-Agnostic Word Segmentation for NMT Dominik Macháček, Jonáš Vidra, Ondřej Bojar arXiv_CL arXiv_CL Segmentation NMT PDF
2018-06-14 Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches Shaohui Kuang, Deyi Xiong, Weihua Luo, Guodong Zhou arXiv_CL arXiv_CL Pose NMT Prediction PDF
2018-06-14 How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation? Shuoyang Ding, Kevin Duh arXiv_CL arXiv_CL Embedding Pose NMT PDF
2018-06-13 An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization Gongbo Tang, Fabienne Cap, Eva Pettersson, Joakim Nivre arXiv_CL arXiv_CL Transformer RNN Pose NMT Attention PDF
2018-06-12 Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model Shaohui Kuang, Deyi Xiong arXiv_CL arXiv_CL Pose NMT PDF
2018-06-11 First Experiments with Neural Translation of Informal to Formal Mathematics Qingxiang Wang, Cezary Kaliszyk, Josef Urban arXiv_CL arXiv_CL Knowledge NMT Inference PDF
2018-06-10 Deconvolution-Based Global Decoding for Neural Machine Translation Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su arXiv_CL arXiv_CL RNN Pose NMT Prediction PDF
2018-06-08 Multilingual Neural Machine Translation with Task-Specific Attention Graeme Blackwood, Miguel Ballesteros, Todd Ward arXiv_CL arXiv_CL Zero-Shot Pose NMT Attention PDF
2018-06-08 Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura arXiv_CL arXiv_CL NMT PDF
2018-06-04 Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose NMT Attention Speech_Recognition Language_Model PDF
2018-06-03 Dense Information Flow for Neural Machine Translation Yanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL Optimization Pose NMT Attention PDF
2018-06-01 Sockeye: A Toolkit for Neural Machine Translation Felix Hieber, Tobias Domhan, Michael Denkowski, David Vilar, Artem Sokolov, Ann Clifton, Matt Post arXiv_CL arXiv_CL Transformer RNN Regularization NMT Attention CNN Inference PDF
2018-06-01 A Survey of Domain Adaptation for Neural Machine Translation Chenhui Chu, Rui Wang arXiv_CL arXiv_CL Survey NMT Deep_Learning PDF
2018-05-30 Bi-Directional Neural Machine Translation with Synthetic Parallel Data Xing Niu, Michael Denkowski, Marine Carpuat arXiv_CL arXiv_CL Pose NMT PDF
2018-05-28 Inducing Grammars with and for Neural Machine Translation Ke Tran, Yonatan Bisk arXiv_CL arXiv_CL Knowledge NMT Attention PDF
2018-05-28 OpenNMT: Neural Machine Translation Toolkit Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush arXiv_CL arXiv_CL NMT Deep_Learning PDF
2018-05-27 Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning Julia Kreutzer, Joshua Uyheng, Stefan Riezler arXiv_CL arXiv_CL Reinforcement_Learning NMT PDF
2018-05-25 Zero-Shot Dual Machine Translation Lierni Sestorain, Massimiliano Ciaramita, Christian Buck, Thomas Hofmann arXiv_CL arXiv_CL Unsupervised Reinforcement_Learning Zero-Shot NMT PDF
2018-05-25 Information-Propogation-Enhanced Neural Machine Translation by Relation Model Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu arXiv_CL arXiv_CL RNN Pose NMT Relation CNN PDF
2018-05-25 Refining Source Representations with Relation Networks for Neural Machine Translation Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu arXiv_CL arXiv_CL RNN NMT Relation Attention PDF
2018-05-25 Refining Source Representations with Relation Networks for Neural Machine Translation Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu arXiv_CL arXiv_CL RNN Knowledge NMT Relation Attention PDF
2018-05-25 Japanese Predicate Conjugation for Neural Machine Translation Michiki Kurosawa, Yukio Matsumura, Hayahide Yamagishi, Mamoru Komachi arXiv_CL arXiv_CL Pose Face NMT PDF
2018-05-25 Phrase Table as Recommendation Memory for Neural Machine Translation Yang Zhao, Yining Wang, Jiajun Zhang, Chengqing Zong arXiv_CL arXiv_CL Pose NMT Attention Prediction Recommendation Matching PDF
2018-05-21 Sparse and Constrained Attention for Neural Machine Translation Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins arXiv_CL arXiv_CL Sparse Pose NMT Attention PDF
2018-05-19 The IIT Bombay English-Hindi Parallel Corpus Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya arXiv_CL arXiv_CL Knowledge NMT PDF
2018-05-18 Combining Advanced Methods in Japanese-Vietnamese Neural Machine Translation Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen arXiv_CL arXiv_CL Segmentation Pose NMT PDF
2018-05-17 Auxiliary Tasks in Multi-task Learning Lukas Liebel, Marco Körner arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose NMT CNN PDF
2018-05-16 Are BLEU and Meaning Representation in Opposition? Ondřej Cífka, Ondřej Bojar arXiv_CL arXiv_CL Pose NMT Classification Attention PDF
2018-05-16 Towards Robust Neural Machine Translation Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai, Yang Liu arXiv_CL arXiv_CL Adversarial Pose NMT PDF
2018-05-13 Triangular Architecture for Rare Language Translation Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma arXiv_CL arXiv_CL Pose NMT PDF
2018-05-11 Multi-representation Ensembles and Delayed SGD Updates Improve Syntax-based NMT Danielle Saunders, Felix Stahlberg, Adria de Gispert, Bill Byrne arXiv_CL arXiv_CL NMT PDF
2018-05-10 Deep Neural Machine Translation with Weakly-Recurrent Units Mattia Antonino Di Gangi, Marcello Federico arXiv_CL arXiv_CL RNN Pose NMT Attention Inference PDF
2018-05-09 Neural Machine Translation Decoding with Terminology Constraints Eva Hasler, Adrià De Gispert, Gonzalo Iglesias, Bill Byrne arXiv_CL arXiv_CL NMT Attention PDF
2018-05-08 Apply Chinese Radicals Into Neural Machine Translation: Deeper Than Character Level Shaohui Kuang, Lifeng Han arXiv_CL arXiv_CL Knowledge Pose Face NMT Attention PDF
2018-05-08 Improving Character-level Japanese-Chinese Neural Machine Translation with Radicals as an Additional Input Feature Jinyi Zhang, Tadahiro Matsumoto arXiv_CL arXiv_CL Pose NMT PDF
2018-05-06 Multi-Domain Neural Machine Translation Sander Tars, Mark Fishel arXiv_CL arXiv_CL Knowledge NMT PDF
2018-05-06 On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak, Yonatan Belinkov, James Glass, Benjamin Van Durme arXiv_CL arXiv_CL Knowledge Pose Face NMT Inference PDF
2018-05-05 Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures Robert Lim, Kenneth Heafield, Hieu Hoang, Mark Briers, Allen Malony arXiv_CL arXiv_CL Optimization NMT Deep_Learning Language_Model PDF
2018-05-05 Compositional Representation of Morphologically-Rich Input for Neural Machine Translation Duygu Ataman, Marcello Federico arXiv_CL arXiv_CL Segmentation Embedding Pose NMT PDF
2018-05-02 KNPTC: Knowledge and Neural Machine Translation Powered Chinese Pinyin Typo Correction Hengyi Cai, Xingguang Ji, Yonghao Song, Yan Jin, Yang Zhang, Mairgup Mansur, Xiaofang Zhao arXiv_CL arXiv_CL Knowledge Pose NMT PDF
2018-04-30 Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment Gonzalo Iglesias, William Tambellini, Adrià De Gispert, Eva Hasler, Bill Byrne arXiv_CL arXiv_CL Transformer NMT PDF
2018-04-29 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo arXiv_CL arXiv_CL Segmentation Regularization Pose NMT Language_Model PDF
2018-04-26 Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip Feiwen Zhu, Jeff Pool, Michael Andersch, Jeremy Appleyard, Fung Xie