NMT
NMT
2023-01-27
A Multi-task Multi-stage Transitional Training Framework for Neural Chat Translation
Chulun Zhou, Yunlong Liang, Fandong Meng, Jie Zhou, Jinan Xu, Hongji Wang, Min Zhang, Jinsong Su
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2023-01-19
Improving Machine Translation with Phrase Pair Injection and Corpus Filtering
Akshay Batheja, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2023-01-13
Prompting Neural Machine Translation with Translation Memories
Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
NMT
PDF
2023-01-09
A Survey of Learning-based Automated Program Repair
Quanjun Zhang, Chunrong Fang, Yuxiang Ma, Weisong Sun, Zhenyu Chen
arXiv_CL
arXiv_CL
Pose
Survey
NMT
Deep_Learning
Relation
PDF
2023-01-07
Building a Parallel Corpus and Training Translation Models Between Luganda and English
Richard Kimera, Daniela N. Rim, Heeyoul Choi
arXiv_CL
arXiv_CL
NMT
GAN
PDF
2023-01-03
Boosting Neural Networks to Decompile Optimized Binaries
Ying Cao, Ruigang Liang, Kai Chen, Peiwei Hu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-12-30
Active Learning for Neural Machine Translation
Neeraj Vashistha, Kriti Singh, Ramakant Shakya
arXiv_AI
arXiv_AI
Transformer
NMT
Attention
Prediction
PDF
2022-12-20
Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation
Fei Yuan, Yinquan Lu, WenHao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-12-19
Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation
Nuno M. Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Detection
Object_Detection
Attention
PDF
2022-12-18
Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation
Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Edge_Detection
Knowledge
Pose
NMT
Detection
PDF
2022-12-17
Controlling Styles in Neural Machine Translation with Activation Prompt
Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang
arXiv_CL
arXiv_CL
Pose
Face
NMT
Attention
PDF
2022-12-17
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation
Jiahuan Li, Shanbo Cheng, Zewei Sun, Mingxuan Wang, Shujian Huang
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-12-12
Who Evaluates the Evaluators? On Automatic Metrics for Assessing AI-based Offensive Code Generators
Cristina Improta, Pietro Liguori, Roberto Natella, Bojan Cukic, Domenico Cotroneo
arXiv_AI
arXiv_AI
Face
NMT
PDF
2022-12-12
P-Transformer: Towards Better Document-to-Document Neural Machine Translation
Yachao Li, Junhui Li, Jing Jiang, Shimin Tao, Hao Yang, Min Zhang
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
NMT
Attention
PDF
2022-12-08
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation
Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
NMT
Inference
Prediction
PDF
2022-12-08
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding
Jianhao Yan, Jin Xu, Fandong Meng, Jie Zhou, Yue Zhang
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-12-06
Neural Machine Translation with Contrastive Translation Memories
Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan
arXiv_AI
arXiv_AI
Salient
Pose
Contrastive_Learning
NMT
Attention
PDF
2022-12-06
Life-long Learning for Multilingual Neural Machine Translation with Knowledge Distillation
Yang Zhao, Junnan Zhu, Lu Xiang, Jiajun Zhang, Yu Zhou, Feifei Zhai, Chengqing Zong
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
NMT
PDF
2022-12-05
Impact of Domain-Adapted Multilingual Neural Machine Translation in the Medical Domain
Miguel Rios, Raluca-Maria Chereji, Alina Secara, Dragos Ciobanu
arXiv_CL
arXiv_CL
Knowledge
NMT
Medical
PDF
2022-12-02
Improving Simultaneous Machine Translation with Monolingual Data
Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
PDF
2022-11-30
Word Alignment in the Era of Deep Learning: A Tutorial
Bryan Li
arXiv_CL
arXiv_CL
Unsupervised
Survey
NMT
Deep_Learning
Attention
PDF
2022-11-30
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning
Daniel Edmiston, Phillip Keung, Noah A. Smith
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Transfer_Learning
Zero-Shot
NMT
Classification
PDF
2022-11-25
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie
arXiv_AI
arXiv_AI
Bert
Pose
Quantitative
NMT
Relation
Prediction
PDF
2022-11-23
Rank-One Editing of Encoder-Decoder Models
Vikas Raunak, Arul Menezes
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
PDF
2022-11-23
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling
Zhijun Wang, Xuebo Liu, Min Zhang
arXiv_AI
arXiv_AI
NMT
PDF
2022-11-18
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation
Rose Hirigoyen, Amal Zouaq, Samuel Reyd
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
NMT
PDF
2022-11-17
Reducing Hallucinations in Neural Machine Translation with Feature Attribution
Joël Tang, Marina Fomicheva, Lucia Specia
arXiv_CL
arXiv_CL
Pose
Face
NMT
PDF
2022-11-09
HilMeMe: A Human-in-the-Loop Machine Translation Evaluation Metric Looking into Multi-Word Expressions
Lifeng Han
arXiv_CL
arXiv_CL
NMT
PDF
2022-11-08
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
PDF
2022-11-06
Parallel Attention Forcing for Machine Translation
Qingyun Dou, Mark Gales
arXiv_CL
arXiv_CL
Transformer
RNN
Speech
Pose
Face
NMT
Attention
Inference
PDF
2022-10-26
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models
Mathieu Grosso, Pirashanth Ratnamogan, Alexis Mathey, William Vanhuffel, Michael Fotso Fotso
arXiv_CL
arXiv_CL
Embedding
Adversarial
Pose
NMT
PDF
2022-10-24
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation
Tsz Kin Lam, Eva Hasler, Felix Hieber
arXiv_CL
arXiv_CL
Speech
Pose
NMT
Classification
Detection
Image_Classification
PDF
2022-10-24
Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks
Vikas Raunak, Arul Menezes
arXiv_AI
arXiv_AI
Pose
Action
Quantitative
NMT
PDF
2022-10-24
Specializing Multi-domain NMT via Penalizing Low Mutual Information
Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-10-21
$m^4Adapter$: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter
Wen Lai, Alexandra Chronopoulou, Alexander Fraser
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
PDF
2022-10-21
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT
Hadeel Saadany, Constantin Orasan, Emad Mohamed, Ashraf Tantawy
arXiv_CL
arXiv_CL
Unsupervised
Review
Pose
NMT
Sentiment
Language_Model
PDF
2022-10-21
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models
Abdul Rafae Khan, Hrishikesh Kanade, Girish Amar Budhrani, Preet Jhanglani, Jia Xu
arXiv_CL
arXiv_CL
NMT
PDF
2022-10-20
Can Domains Be Transferred Across Languages in Multi-Domain Multilingual Neural Machine Translation?
Thuy-Trang Vu, Shahram Khadivi, Xuanli He, Dinh Phung, Gholamreza Haffari
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2022-10-18
Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages
Wenxiang Jiao, Zhaopeng Tu, Jiarui Li, Wenxuan Wang, Jen-tse Huang, Shuming Shi
arXiv_CL
arXiv_CL
Optimization
NMT
GAN
PDF
2022-10-17
Towards Robust k-Nearest-Neighbor Machine Translation
Hui Jiang, Ziyao Lu, Fandong Meng, Chulun Zhou, Jie Zhou, Degen Huang, Jinsong Su
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2022-10-14
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah, Sebastien Bubeck, Jianfeng Gao
arXiv_CL
arXiv_CL
Transformer
NAS
Sparse
NMT
PDF
2022-10-13
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT
Ayush Maheshwari, Piyush Sharma, Preethi Jyothi, Ganesh Ramakrishnan
arXiv_CL
arXiv_CL
NMT
PDF
2022-10-13
Categorizing Semantic Representations for Neural Machine Translation
Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang
arXiv_CL
arXiv_CL
Transformer
Embedding
NMT
Inference
PDF
2022-10-12
Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain
Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff, Goran Nenadic
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Knowledge
Ontology
NMT
Language_Model
PDF
2022-10-11
Checks and Strategies for Enabling Code-Switched Machine Translation
Thamme Gowda, Mozhdeh Gheini, Jonathan May
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2022-10-11
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions
Cuong Hoang, Devendra Sachan, Prashant Mathur, Brian Thompson, Marcello Federico
arXiv_CL
arXiv_CL
Pose
NMT
Inference
PDF
2022-10-10
Automatic Evaluation and Analysis of Idioms in Neural Machine Translation
Christos Baziotis, Prashant Mathur, Eva Hasler
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-10-10
Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation
Ru Peng, Yawen Zeng, Junbo Zhao
arXiv_CL
arXiv_CL
Knowledge
NMT
Inference
PDF
2022-10-07
NMTSloth: Understanding and Testing Efficiency Degradation of Neural Machine Translation Systems
Simin Chen, Cong Liu, Mirazul Haque, Zihe Song, Wei Yang
arXiv_AI
arXiv_AI
Adversarial
NMT
Attention
PDF
2022-10-06
Improving Large-scale Paraphrase Acquisition and Generation
Yao Dou, Chao Jiang, Wei Xu
arXiv_CL
arXiv_CL
NMT
Language_Model
PDF
2022-10-06
Reinforcement Learning with Large Action Spaces for Neural Machine Translation
Asaf Yehudai, Leshem Choshen, Lior Fox, Omri Abend
arXiv_AI
arXiv_AI
Transformer
Reinforcement_Learning
Action
NMT
PDF
2022-10-05
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT
Mayumi Ohta, Julia Kreutzer, Stefan Riezler
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
NMT
Speech_Recognition
CNN
Prediction
PDF
2022-09-30
Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation
Denghao Li, Yuqiao Zeng, Jianzong Wang, Lingwei Kong, Zhangcheng Huang, Ning Cheng, Xiaoyang Qu, Jing Xiao
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-09-27
Improving Multilingual Neural Machine Translation System for Indic Languages
Sudhansu Bala Das, Atharv Biradar, Tapas Kumar Mishra, Bidyut Kumar Patra
arXiv_CL
arXiv_CL
Transformer
Speech
Pose
NMT
Relation
PDF
2022-09-15
AutoUpdate: Automatically Recommend Code Updates for Android Apps
Yue Liu, Chakkrit Tantithamthavorn, Yonghui Liu, Patanamon Thongtanunam, Li Li
arXiv_CL
arXiv_CL
Transformer
Pose
Action
NMT
Prediction
Recommendation
PDF
2022-09-14
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models
David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young Ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang
arXiv_CL
arXiv_CL
Transformer
Bert
RNN
Pose
NMT
Medical
PDF
2022-09-13
Revisiting Neural Scaling Laws in Language and Vision
Ibrahim Alabdulmohsin, Behnam Neyshabur, Xiaohua Zhai
arXiv_AI
arXiv_AI
NMT
Classification
Deep_Learning
Image_Classification
Language_Model
PDF
2022-09-08
Knowledge Based Template Machine Translation In Low-Resource Setting
Zilu Tang, Derry Wijaya
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Speech
NMT
PDF
2022-09-07
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2022-09-06
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation
Bryan Li, Ajay Patel, Chris Callison-Burch, Mohammad Sadegh Rasooli
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Pose
NMT
PDF
2022-08-19
Discourse Cohesion Evaluation for Document-Level Neural Machine Translation
Xin Tan, Longyin Zhang, Guodong Zhou
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-08-10
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Nuno M. Guerreiro, Elena Voita, André F.T. Martins
arXiv_CL
arXiv_CL
Pose
NMT
Detection
Object_Detection
Attention
Inference
PDF
2022-08-10
How Effective is Byte Pair Encoding for Out-Of-Vocabulary Words in Neural Machine Translation?
Ali Araabi, Christof Monz, Vlad Niculae
arXiv_CL
arXiv_CL
NMT
Attention
PDF
2022-07-29
Benchmarking Azerbaijani Neural Machine Translation
Chih-Chen Chen, William Chen
arXiv_CL
arXiv_CL
Segmentation
NMT
PDF
2022-07-26
Multimodal Neural Machine Translation with Search Engine Based Image Retrieval
ZhenHao Tang, XiaoBing Zhang, Zi Long, XiangHua Fu
arXiv_AI
arXiv_AI
Image_Retrieval
Pose
NMT
PDF
2022-07-14
Learning to translate by learning to communicate
C.M. Downey, Leo Z. Liu, Xuhui Zhou, Shane Steinert-Threlkeld
arXiv_AI
arXiv_AI
Unsupervised
NMT
PDF
2022-07-12
Sockeye 3: Fast Neural Machine Translation with PyTorch
Felix Hieber, Michael Denkowski, Tobias Domhan, Barbara Darques Barros, Celina Dong Ye, Xing Niu, Cuong Hoang, Ke Tran, Benjamin Hsu, Maria Nadejde, Surafel Lakew, Prashant Mathur, Marcello Federico, Anna Currey
arXiv_CL
arXiv_CL
NMT
PDF
2022-07-11
High-resource Language-specific Training for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, Furu Wei
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
Attention
PDF
2022-07-11
UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
PDF
2022-07-04
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts
Chuan Guo, Xinxin Xuo, Sen Wang, Li Cheng
arXiv_CL
arXiv_CL
3D
Pose
NMT
PDF
2022-07-01
Reduce Indonesian Vocabularies with an Indonesian Sub-word Separator
Mukhlis Amien, Feng Chong, Huang Heyan
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-06-30
Code Translation with Compiler Representations
Marc Szafraniec, Baptiste Roziere, Hugh Leather Francois Charton, Patrick Labatut, Gabriel Synnaeve
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
PDF
2022-06-30
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations
Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla
arXiv_AI
arXiv_AI
Zero-Shot
Pose
NMT
PDF
2022-06-25
Probing Causes of Hallucinations in Neural Machine Translations
Jianhao Yan, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Attention
PDF
2022-06-14
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Language_Model
PDF
2022-06-10
Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection
Jingyi Xie, Jiawei Liu, Zheng-Jun Zha
arXiv_CL
arXiv_CL
Weakly_Supervised
Optimization
Pose
Emotion
NMT
Detection
Relation
PDF
2022-06-09
Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages
Nalin Kumar, Deepak Kumar, Subhankar Mishra
arXiv_AI
arXiv_AI
Zero-Shot
NMT
PDF
2022-06-06
MorisienMT: A Dataset for Mauritian Creole Machine Translation
Raj Dabre, Aneerav Sukhoo
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
NMT
PDF
2022-06-06
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation
Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Regularization
NMT
PDF
2022-06-05
Finetuning a Kalaallisut-English machine translation system using web-crawled data
Alex Jones
arXiv_AI
arXiv_AI
Embedding
NMT
PDF
2022-06-02
Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation
Virginia Adams, Sandeep Subramanian, Mike Chrzanowski, Oleksii Hrinchuk, Oleksii Kuchaiev
arXiv_CL
arXiv_CL
Pose
NMT
Medical
Recommendation
PDF
2022-05-30
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation
Verna Dankers, Christopher G. Lucas, Ivan Titov
arXiv_CL
arXiv_CL
Transformer
Action
NMT
Attention
PDF
2022-05-27
Patching Leaks in the Charformer for Efficient Character-Level Generation
Lukas Edman, Antonio Toral, Gertjan van Noord
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2022-05-26
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Shiyi Qi, Yaoxian Li, Cuiyun Gao, Xiaohong Su, Shuzheng Gao, Zibin Zheng, Chuanyi Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Deep_Learning
Detection
Attention
PDF
2022-05-25
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
Kevin Heffernan, Onur Çelebi, Holger Schwenk
arXiv_CL
arXiv_CL
Represenation_Learning
Self-Supervised
NMT
PDF
2022-05-24
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages
Gabriele Sarti, Arianna Bisazza, Ana Guerberof Arenas, Antonio Toral
arXiv_CL
arXiv_CL
NMT
PDF
2022-05-23
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer
Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Prediction
PDF
2022-05-23
A Template-based Method for Constrained Neural Machine Translation
Shuo Wang, Peng Li, Zhixing Tan, Zhaopeng Tu, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-05-22
CIRCLE: Continual Repair across Programming Languages
Wei Yuan, Quanjun Zhang, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Xiaodong Hao, Hongzhi Yin
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
Deep_Learning
PDF
2022-05-22
What Do Compressed Multilingual Machine Translation Models Forget?
Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier
arXiv_AI
arXiv_AI
NMT
Inference
PDF
2022-05-20
Understanding and Mitigating the Uncertainty in Zero-Shot Translation
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
arXiv_AI
arXiv_AI
Zero-Shot
Pose
NMT
Inference
PDF
2022-05-20
SALTED: A Framework for SAlient Long-Tail Translation Error Detection
Vikas Raunak, Matt Post, Arul Menezes
arXiv_AI
arXiv_AI
Salient
NMT
Detection
Object_Detection
PDF
2022-05-18
Exploiting Social Media Content for Self-Supervised Style Transfer
Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow
arXiv_CL
arXiv_CL
Unsupervised
Style_Transfer
Self-Supervised
NMT
Denoising
PDF
2022-05-18
Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation
Aloka Fernando, Surangika Ranathunga
arXiv_CL
arXiv_CL
NMT
PDF
2022-05-12
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022
Sebastian T. Vincent, Loïc Barrault, Carolina Scarton
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2022-05-10
AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation
Chang Jin, Shigui Qiu, Nini Xiao, Hao Jia
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2022-05-03
OmniKnight: Multilingual Neural Machine Translation with Language-Specific Self-Distillation
Yichong Huang, Xiaocheng Feng, Xinwei Geng, Bing Qin
arXiv_CL
arXiv_CL
NMT
PDF
2022-05-03
Training Mixed-Domain Translation Models via Federated Learning
Peyman Passban, Tanya Roosta, Rahul Gupta, Ankit Chadha, Clement Chung
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-05-02
Quality-Aware Decoding for Neural Machine Translation
Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
arXiv_CL
arXiv_CL
Pose
NMT
Inference
PDF
2022-05-02
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES
Felix Stahlberg, Shankar Kumar
arXiv_CL
arXiv_CL
Pose
NMT
Classification
Inference
PDF
2022-05-02
The Implicit Length Bias of Label Smoothing on Beam Search Decoding
Bowen Liang, Pidong Wang, Yuan Cao
arXiv_CL
arXiv_CL
Regularization
NMT
Inference
Prediction
PDF
2022-05-01
Nearest Neighbor Knowledge Distillation for Neural Machine Translation
Zhixian Yang, Renliang Sun, Xiaojun Wan
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Inference
PDF
2022-04-28
NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures
Jannis Vamvas, Rico Sennrich
arXiv_CL
arXiv_CL
Embedding
Adversarial
NMT
Relation
Text_Generation
PDF
2022-04-26
Flow-Adapter Architecture for Unsupervised Machine Translation
Yihong Liu, Haris Jabbar, Hinrich Schütze
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
NMT
Attention
PDF
2022-04-26
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?
Zhuoyuan Mao, Chenhui Chu, Raj Dabre, Haiyue Song, Zhen Wan, Sadao Kurohashi
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-04-20
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond
Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-yan Liu
arXiv_CL
arXiv_CL
Transformer
Recognition
Review
Speech
Pose
Survey
NMT
Attention
Summarization
Speech_Recognition
Inference
Prediction
PDF
2022-04-20
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation
Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina
arXiv_AI
arXiv_AI
Pose
NMT
Prediction
PDF
2022-04-19
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation
Siyu Lai, Zhen Yang, Fandong Meng, Xue Zhang, Yufeng Chen, Jinan Xu, Jie Zhou
arXiv_CL
arXiv_CL
Reconstruction
Adversarial
Pose
NMT
Language_Model
PDF
2022-04-18
Dynamic Position Encoding for Transformers
Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
NMT
Attention
PDF
2022-04-14
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation
Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo, Jun Xie, Rong Jin
arXiv_CL
arXiv_CL
NMT
PDF
2022-04-14
GLAD: Neural Predicate Synthesis to Repair Omission Faults
Sungmin Kang, Shin Yoo
arXiv_CL
arXiv_CL
Pose
NMT
Language_Model
PDF
2022-04-13
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
NMT
Inference
PDF
2022-04-09
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages
Bin Li, Yixuan Weng, Fei Xia, Hanjun Deng
arXiv_CL
arXiv_CL
Embedding
Enhancement
Pose
NMT
PDF
2022-04-08
C-NMT: A Collaborative Inference Framework for Neural Machine Translation
Yukai Chen, Roberta Chiaro, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
arXiv_AI
arXiv_AI
NMT
Deep_Learning
Inference
PDF
2022-03-29
Can NMT Understand Me? Towards Perturbation-based Evaluation of NMT Models for Code Generation
Pietro Liguori, Cristina Improta, Simona De Vivo, Roberto Natella, Bojan Cukic, Domenico Cotroneo
arXiv_CL
arXiv_CL
Adversarial
NMT
PDF
2022-03-25
Data Selection Curriculum for Neural Machine Translation
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq Joty
arXiv_CL
arXiv_CL
NMT
Prediction
PDF
2022-03-23
Integrating Vectorized Lexical Constraints for Neural Machine Translation
Shuo Wang, Zhixing Tan, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2022-03-22
Learning Confidence for Transformer-based Neural Machine Translation
Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
NMT
Prediction
PDF
2022-03-19
Neural Machine Translation with Phrase-Level Universal Visual Representations
Qingkai Fang, Yang Feng
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-03-17
Universal Conditional Masked Language Pre-training for Neural Machine Translation
Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Language_Model
PDF
2022-03-16
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael Lyu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-03-16
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation
Zhiwei He, Xing Wang, Rui Wang, Shuming Shi, Zhaopeng Tu
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Inference
PDF
2022-03-15
Can Synthetic Translations Improve Bitext Quality?
Eleftheria Briakou, Marine Carpuat
arXiv_CL
arXiv_CL
NMT
PDF
2022-03-10
Look Backward and Forward: Self-Knowledge Distillation with Bidirectional Decoder for Neural Machine Translation
Xuanwei Zhang, Libin Shen, Disheng Pan, Liang Wang, Yanjun Miao
arXiv_CL
arXiv_CL
Transformer
Regularization
Knowledge
Pose
NMT
Prediction
PDF
2022-03-04
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation
Yulin Xu, Zhen Yang, Fandong Meng, JieZhou
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-03-01
RMBR: A Regularized Minimum Bayes Risk Reranking Framework for Machine Translation
Yidan Zhang, Yu Wan, Dayiheng Liu, Baosong Yang, Zhenan He
arXiv_CL
arXiv_CL
Pose
NMT
Relation
PDF
2022-02-28
Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation
Chulun Zhou, Fandong Meng, Jie Zhou, Min Zhang, Hongji Wang, Jinsong Su
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
Language_Model
Prediction
PDF
2022-02-23
Refining the state-of-the-art in Machine Translation, optimizing NMT for the JA <-> EN language pair by leveraging personal domain expertise
Matthew Bieda
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2022-02-21
Domain Adaptation in Neural Machine Translation using a Qualia-Enriched FrameNet
Alexandre Diniz Costa, Mateus Coutinho Marim, Ely Edison da Silva Matos, Tiago Timponi Torrent
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Relation
PDF
2022-02-17
Improving English to Sinhala Neural Machine Translation using Part-of-Speech Tag
Ravinga Perera, Thilakshi Fonseka, Rashmini Naranpanawa, Uthayasanker Thayasivam
arXiv_CL
arXiv_CL
Transformer
Embedding
Speech
NMT
PDF
2022-02-17
Revisiting the Evaluation Metrics of Paraphrase Generation
Lingfeng Shen, Haiyun Jiang, Lemao Liu, Shuming Shi
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2022-02-17
End-to-End Training of Both Translation Models in the Back-Translation Framework
DongNyeong Heo, Heeyoul Choi
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
PDF
2022-02-08
Can We Generate Shellcodes via Natural Language? An Empirical Study
Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2022-02-04
The Ecological Footprint of Neural Machine Translation Systems
Dimitar Sherionov, Eva Vanmassenhove
arXiv_CL
arXiv_CL
Transformer
Quantization
RNN
NMT
Deep_Learning
Inference
PDF
2022-02-04
Data Scaling Laws in NMT: The Effect of Noise and Architecture
Yamini Bansal, Behrooz Ghorbani, Ankush Garg, Biao Zhang, Maxim Krikun, Colin Cherry, Behnam Neyshabur, Orhan Firat
arXiv_CL
arXiv_CL
Transformer
RNN
NMT
Language_Model
PDF
2022-01-27
Learning How to Translate North Korean through South Korean
Hwichan Kim, Sangwhan Moon, Naoaki Okazaki, Mamoru Komachi
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2022-01-26
Learning to Recommend Method Names with Global Context
Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Relation
PDF
2022-01-20
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation
Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
NMT
Relation
PDF
2022-01-14
Cost-Effective Training in Low-Resource Neural Machine Translation
Sai Koneru, Danni Liu, Jan Niehues
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Pose
NMT
PDF
2022-01-06
Phrase-level Adversarial Example Generation for Neural Machine Translation
Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang, Yong Yu, Furu Wei
arXiv_CL
arXiv_CL
Adversarial
Pose
NMT
PDF
2022-01-05
SMDT: Selective Memory-Augmented Neural Document Translation
Xu Zhang, Jian Yang, Haoyang Huang, Shuming Ma, Dongdong Zhang, Jinlong Li, Furu Wei
arXiv_CL
arXiv_CL
Pose
NMT
Attention
GAN
PDF
2021-12-31
How do lexical semantics affect translation? An empirical study
Vivek Subramanian, Dhanasekar Sundararaman
arXiv_CL
arXiv_CL
Transformer
Speech
NMT
Relation
PDF
2021-12-31
ViNMT: Neural Machine Translation Tookit
Nguyen Hoang Quan, Nguyen Thanh Dat, Nguyen Hoang Minh Cong, Nguyen Van Vinh, Ngo Thi Vinh, Nguyen Phuong Thai, Tran Hong Viet
arXiv_CL
arXiv_CL
Transformer
NMT
Prediction
PDF
2021-12-29
Frequency-Aware Contrastive Learning for Neural Machine Translation
Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
Pose
Contrastive_Learning
NMT
Prediction
PDF
2021-12-28
A Preordered RNN Layer Boosts Neural Machine Translation in Low Resource Settings
Mohaddeseh Bastan, Shahram Khadivi
arXiv_CL
arXiv_CL
RNN
Pose
NMT
Attention
PDF
2021-12-27
Parameter Differentiation based Multilingual Neural Machine Translation
Qian Wang, Jiajun Zhang
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
PDF
2021-12-22
Semantics-Recovering Decompilation through Neural Machine Translation
Ruigang Liang, Ying Cao, Peiwei Hu, Jinwen He, Kai Chen
arXiv_CL
arXiv_CL
Pose
Survey
NMT
PDF
2021-12-22
Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models
Zhengzhe Yu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Yuxia Wang, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang
arXiv_AI
arXiv_AI
Transformer
Regularization
Pose
NMT
PDF
2021-12-21
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting
Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie
arXiv_AI
arXiv_AI
Sparse
Pose
NMT
Attention
Inference
PDF
2021-12-20
Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks
Fei Sun, Minghai Qin, Tianyun Zhang, Xiaolong Ma, Haoran Li, Junwen Luo, Zihao Zhao, Yen-Kuang Chen, Yuan Xie
arXiv_AI
arXiv_AI
Recognition
Sparse
Speech
Pose
NMT
Deep_Learning
Speech_Recognition
Inference
PDF
2021-12-20
Spiral Language Modeling
Yong Cao, Yukun Feng, Shaohui Kuang, Gu Xu
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
NMT
Text_Generation
Language_Model
PDF
2021-12-16
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages
Diptesh Kanojia, Raj Dabre, Shubham Dewangan, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
NMT
Detection
PDF
2021-12-16
IsometricMT: Neural Machine Translation for Automatic Dubbing
Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico
arXiv_CL
arXiv_CL
Transformer
Speech
NMT
PDF
2021-12-16
Amortized Noisy Channel Neural Machine Translation
Richard Yuanzhe Pang, He He, Kyunghyun Cho
arXiv_CL
arXiv_CL
Knowledge
NMT
Inference
PDF
2021-12-13
English2Gbe: A multilingual machine translation model for {Fon/Ewe}Gbe
Gilles Hacheme
arXiv_CL
arXiv_CL
NMT
PDF
2021-12-12
Communication-Efficient Federated Learning for Neural Machine Translation
Tanya Roosta, Peyman Passban, Ankit Chadha
arXiv_CL
arXiv_CL
NMT
PDF
2021-12-06
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production
Ben Saunders, Necati Cihan Camgoz, Richard Bowden
arXiv_CV
arXiv_CV
Embedding
Pose
NMT
Attention
PDF
2021-11-30
Improvement in Machine Translation with Generative Adversarial Networks
Jay Ahn, Hari Madhu, Viet Nguyen
arXiv_CL
arXiv_CL
Transformer
Adversarial
NMT
GAN
Text_Generation
PDF
2021-11-14
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamounm, Zhiyong Wang
arXiv_CV
arXiv_CV
Pose
Face
Action
NMT
Deep_Learning
Attention
PDF
2021-11-12
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
Eleftheria Briakou, Sida I. Wang, Luke Zettlemoyer, Marjan Ghazvininejad
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-11-07
Developing neural machine translation models for Hungarian-English
Attila Nagy
arXiv_CL
arXiv_CL
Review
Pose
NMT
PDF
2021-11-02
Zero-Shot Translation using Diffusion Models
Eliya Nachmani, Shaked Dovrat
arXiv_CL
arXiv_CL
Zero-Shot
NMT
Denoising
PDF
2021-10-30
How should human translation coexist with NMT? Efficient tool for building high quality parallel corpus
Chanjun Park, Seolhwa Lee, Hyeonseok Moon, Sugyeong Eo, Jaehyung Seo, Heuiseok Lim
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2021-10-28
Empirical Analysis of Korean Public AI Hub Parallel Corpora and in-depth Analysis using LIWC
Chanjun Park, Midan Shim, Sugyeong Eo, Seolhwa Lee, Jaehyung Seo, Hyeonseok Moon, Heuiseok Lim
arXiv_CL
arXiv_CL
Knowledge
NMT
Relation
PDF
2021-10-22
Adaptive Bridge between Training and Inference for Dialogue
Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan
arXiv_CL
arXiv_CL
Pose
Face
NMT
Inference
Matching
PDF
2021-10-20
Continual Learning in Multilingual NMT via Language-Specific Embeddings
Alexandre Berard
arXiv_CL
arXiv_CL
Transformer
Embedding
Zero-Shot
Pose
NMT
PDF
2021-10-18
Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters
Asa Cooper Stickland, Alexandre Bérard, Vassilina Nikoulina
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2021-10-16
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation
Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Zero-Shot
NMT
PDF
2021-10-15
Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help?
Fahimeh Saleh, Wray Buntine, Gholamreza Haffari, Lan Du
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
PDF
2021-10-14
An Empirical Investigation of Multi-bridge Multilingual NMT models
Anoop Kunchukuttan
arXiv_CL
arXiv_CL
NMT
PDF
2021-10-12
Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation
Weiting Tan, Shuoyang Ding, Huda Khayrallah, Philipp Koehn
arXiv_CL
arXiv_CL
Adversarial
Pose
NMT
PDF
2021-10-05
Building the Language Resource for a Cebuano-Filipino Neural Machine Translation System
Kristine Mae Adlaon, Nelson Marcos
arXiv_CL
arXiv_CL
Action
NMT
PDF
2021-10-05
Sicilian Translator: A Recipe for Low-Resource NMT
Eryk Wdowiak
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2021-10-05
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
arXiv_CL
arXiv_CL
NMT
PDF
2021-10-02
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages
Chenyang Li, Gongxu Luo
arXiv_AI
arXiv_AI
Zero-Shot
Pose
NMT
PDF
2021-09-30
Prose2Poem: The blessing of Transformer-based Language Models in translating Prose to Persian Poetry
Reza Khanmohammadi, Mitra Sadat Mirshafiee, Yazdan Rezaee Jouryabi, Seyed Abolghasem Mirroshandel
arXiv_CL
arXiv_CL
Transformer
Bert
Speech
NMT
Language_Model
PDF
2021-09-29
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT
Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter
arXiv_CL
arXiv_CL
NMT
PDF
2021-09-27
Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
arXiv_CL
arXiv_CL
Transformer
Reinforcement_Learning
Pose
NMT
Text_Generation
PDF
2021-09-24
Faithful Target Attribute Prediction in Neural Machine Translation
Xing Niu, Georgiana Dinu, Prashant Mathur, Anna Currey
arXiv_CL
arXiv_CL
NMT
Prediction
PDF
2021-09-23
Exploiting Curriculum Learning in Unsupervised Neural Machine Translation
Jinliang Lu, Jiajun Zhang
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Optimization
Pose
NMT
PDF
2021-09-23
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation
Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Weihua Luo, Jiajun Chen
arXiv_CL
arXiv_CL
Memory_Networks
Pose
NMT
PDF
2021-09-21
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2021-09-21
Learning Domain Specific Language Models for Automatic Speech Recognition through Machine Translation
Saurav Jha
arXiv_CL
arXiv_CL
Recognition
Speech
NMT
Speech_Recognition
Language_Model
PDF
2021-09-21
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-09-16
The NiuTrans System for WNGT 2020 Efficiency Task
Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Knowledge
NMT
Attention
Inference
PDF
2021-09-16
The NiuTrans System for the WMT21 Efficiency Task
Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Optimization
Knowledge
NMT
PDF
2021-09-16
Translation Transformers Rediscover Inherent Data Domains
Maksym Del, Elizaveta Korotkova, Mark Fishel
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
NMT
Language_Model
PDF
2021-09-16
Scaling Laws for Neural Machine Translation
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
Relation
Prediction
Recommendation
PDF
2021-09-14
Efficient Inference for Multilingual Neural Machine Translation
Alexandre Berard, Dain Lee, Stéphane Clinchant, Kweonwoo Jung, Vassilina Nikoulina
arXiv_CL
arXiv_CL
NMT
Inference
PDF
2021-09-14
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation
Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen
arXiv_AI
arXiv_AI
Unsupervised
Pose
NMT
PDF
2021-09-13
Fine Grained Human Evaluation for English-to-Chinese Machine Translation: A Case Study on Scientific Text
Ming Liu, He Zhang, Guanhao Wu
arXiv_CL
arXiv_CL
NMT
Attention
PDF
2021-09-13
Evaluating Multiway Multilingual NMT in the Turkic Languages
Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzod Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis Tyers, Orhan Firat, John Licato, Sriram Chellappan
arXiv_CL
arXiv_CL
NMT
PDF
2021-09-13
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation
Ivan Provilkov, Andrey Malinin
arXiv_AI
arXiv_AI
Recognition
Speech
Pose
NMT
Speech_Recognition
PDF
2021-09-13
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions
Javier Ferrando, Marta R. Costa-jussà
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
Attention
Prediction
PDF
2021-09-13
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information
Yongkeun Hwang, Hyungu Yun, Kyomin Jung
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
NMT
PDF
2021-09-11
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model
Shaolei Zhang, Yang Feng
arXiv_AI
arXiv_AI
Pose
NMT
Relation
Attention
PDF
2021-09-10
Neural Machine Translation Quality and Post-Editing Performance
Vilém Zouhar, Aleš Tamchyna, Martin Popel, Ondřej Bojar
arXiv_CL
arXiv_CL
NMT
Relation
PDF
2021-09-10
Improving Multilingual Translation by Representation and Gradient Regularization
Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan
arXiv_AI
arXiv_AI
Zero-Shot
Regularization
Pose
NMT
Prediction
PDF
2021-09-10
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables
Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
Relation
Denoising
PDF
2021-09-10
Rule-based Morphological Inflection Improves Neural Terminology Translation
Weijia Xu, Marine Carpuat
arXiv_CL
arXiv_CL
Knowledge
NMT
PDF
2021-09-09
A Large-Scale Study of Machine Translation in the Turkic Languages
Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman, Sherzod Kariev, Francis Tyers, Otabek Abduraufov, Mammad Hajili, Sardana Ivanova, Abror Khaytbaev, Antonio Laverghetta Jr., Behzodbek Moydinboyev, Esra Onal, Shaxnoza Pulatova, Ahsan Wahab, Orhan Firat, Sriram Chellappan
arXiv_CL
arXiv_CL
NMT
PDF
2021-09-09
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation
Haoran Xu, Benjamin Van Durme, Kenton Murray
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
NMT
Language_Model
PDF
2021-09-09
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
Sahana Ramnath, Melvin Johnson, Abhirut Gupta, Aravindan Raghuveer
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2021-09-09
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection
Thuy-Trang Vu, Xuanli He, Dinh Phung, Gholamreza Haffari
arXiv_CL
arXiv_CL
Unsupervised
Bert
Zero-Shot
Pose
Contrastive_Learning
NMT
PDF
2021-09-09
Fixing exposure bias with imitation learning needs powerful oracles
Luca Hormann, Artem Sokolov
arXiv_CL
arXiv_CL
NMT
PDF
2021-09-09
Distributionally Robust Multilingual Machine Translation
Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig
arXiv_AI
arXiv_AI
Optimization
Pose
NMT
PDF
2021-09-08
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models
Jiaoda Li, Duygu Ataman, Rico Sennrich
arXiv_CL
arXiv_CL
Image_Caption
Pose
NMT
Caption
PDF
2021-09-07
Infusing Future Information into Monotonic Attention Through Language Models
Mohd Abbas Zaidi, Sathish Indurthi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim
arXiv_CL
arXiv_CL
Knowledge
Speech
Pose
NMT
Attention
Language_Model
PDF
2021-09-07
IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages
Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar
arXiv_AI
arXiv_AI
Transfer_Learning
NMT
Summarization
PDF
2021-09-07
Attention based Sequence to Sequence Learning for Machine Translation of Low Resourced Indic Languages -- A case of Sanskrit to Hindi
Vishvajit Bakarola, Jitendra Nasriwala
arXiv_AI
arXiv_AI
NMT
Deep_Learning
Attention
PDF
2021-09-03
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation
Haoran Yang, Wai Lam, Piji Li
arXiv_CL
arXiv_CL
Unsupervised
Represenation_Learning
Pose
Contrastive_Learning
Action
NMT
PDF
2021-09-03
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
Elena Voita, Rico Sennrich, Ivan Titov
arXiv_CL
arXiv_CL
Pose
NMT
Language_Model
PDF
2021-09-01
EVIL: Exploiting Software via Natural Language
Pietro Liguori, Erfan Al-Hossami, Vittorio Orbinato, Roberto Natella, Samira Shaikh, Domenico Cotroneo, Bojan Cukic
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-08-27
Secoco: Self-Correcting Encoding for Neural Machine Translation
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong
arXiv_CL
arXiv_CL
NMT
PDF
2021-08-25
YANMTT: Yet Another Neural Machine Translation Toolkit
Raj Dabre, Eiichiro Sumita
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Pose
NMT
Attention
PDF
2021-08-19
Attentive fine-tuning of Transformers for Translation of low-resourced languages @LoResMT 2021
Karthik Puranik, Adeep Hande, Ruba Priyadharshini, Thenmozi Durairaj, Anbukkarasi Sampath, Kingston Pal Thamburaj, Bharathi Raja Chakravarthi
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2021-08-15
On Multi-Modal Learning of Editing Source Code
Saikat Chakraborty, Baishakhi Ray
arXiv_CL
arXiv_CL
NMT
PDF
2021-08-12
The paradox of the compositionality of natural language: a neural machine translation case study
Verna Dankers, Elia Bruni, Dieuwke Hupkes
arXiv_AI
arXiv_AI
Pose
Action
NMT
PDF
2021-08-11
Icelandic Parallel Abstracts Corpus
Haukur Barri Símonarson, Vésteinn Snæbjarnarson
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-08-10
Sampling-Based Minimum Bayes Risk Decoding for Neural Machine Translation
Bryan Eikema, Wilker Aziz
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2021-08-03
A Dynamic Head Importance Computation Mechanism for Neural Machine Translation
Akshay Goindani, Manish Shrivastava
arXiv_CL
arXiv_CL
Transformer
Text_Classification
NMT
Classification
Attention
PDF
2021-07-30
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback
Shiyue Zhang, Benjamin Frey, Mohit Bansal
arXiv_AI
arXiv_AI
Face
Quantitative
NMT
PDF
2021-07-26
Revisiting Negation in Neural Machine Translation
Gongbo Tang, Philipp Rönchen, Rico Sennrich, Joakim Nivre
arXiv_CL
arXiv_CL
NMT
PDF
2021-07-24
The USYD-JD Speech Translation System for IWSLT 2021
Liang Ding, Di Wu, Dacheng Tao
arXiv_AI
arXiv_AI
Transformer
Knowledge
Speech
Pose
NMT
PDF
2021-07-23
Modelling Latent Translations for Cross-Lingual Transfer
Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulić, Siva Reddy
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
Classification
Few-Shot
Inference
PDF
2021-07-23
Modeling Bilingual Conversational Characteristics for Neural Chat Translation
Yunlong Liang, Fandong Meng, Yufeng Chen, Jinan Xu, Jie Zhou
arXiv_CL
arXiv_CL
NMT
PDF
2021-07-20
More Parameters? No Thanks!
Zeeshan Khan, Kartheek Akella, Vinay P. Namboodiri, C V Jawahar
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-07-19
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages
Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet
arXiv_CL
arXiv_CL
Unsupervised
Self-Supervised
NMT
Denoising
PDF
2021-07-18
As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation
Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Benjamin I. P. Rubinstein, Trevor Cohn
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Medical
PDF
2021-07-17
On the Copying Behaviors of Pre-Training for Neural Machine Translation
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
arXiv_CL
arXiv_CL
Pose
Quantitative
NMT
Language_Model
PDF
2021-07-13
On the Difficulty of Translating Free-Order Case-Marking Languages
Arianna Bisazza, Ahmet Üstün, Stephan Sportel
arXiv_CL
arXiv_CL
NMT
Prediction
PDF
2021-07-13
Generating Gender Augmented Data for NLP
Nishtha Jain, Maja Popovic, Declan Groves, Eva Vanmassenhove
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-07-12
Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning
Jun Wang, Chang Xu, Francisco Guzman, Ahmed El-Kishky, Yuqing Tang, Benjamin I. P. Rubinstein, Trevor Cohn
arXiv_CL
arXiv_CL
Adversarial
Pose
NMT
Attention
PDF
2021-07-09
A Survey on Low-Resource Neural Machine Translation
Rui Wang, Xu Tan, Renqian Luo, Tao Qin, Tie-Yan Liu
arXiv_CL
arXiv_CL
Survey
NMT
PDF
2021-07-06
Question Answering over Knowledge Graphs with Neural Machine Translation and Entity Linking
Daniel Diomedi, Aidan Hogan
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
NMT
QA
PDF
2021-07-04
IITP at WAT 2021: System description for English-Hindi Multimodal Translation Task
Baban Gain, Dibyanayan Bandyopadhyay, Asif Ekbal
arXiv_AI
arXiv_AI
NMT
PDF
2021-07-04
A Topic Guided Pointer-Generator Model for Generating Natural Language Code Summaries
Xin Wang, Xin Peng, Jun Sun, Yifan Zhao, Chi Chen, Jinkai Fan
arXiv_CL
arXiv_CL
NMT
Summarization
PDF
2021-06-29
Neural Machine Translation for Low-Resource Languages: A Survey
Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur
arXiv_AI
arXiv_AI
Review
Survey
Quantitative
NMT
Recommendation
PDF
2021-06-25
Language Models are Good Translators
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
NMT
Language_Model
PDF
2021-06-22
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training
Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T Kandemir, Chita R Das
arXiv_CL
arXiv_CL
Recognition
RNN
Regularization
Speech
Pose
NMT
Deep_Learning
Inference
Language_Model
PDF
2021-06-22
On the Evaluation of Machine Translation for Terminology Consistency
Md Mahfuz ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-06-21
Phrase-level Active Learning for Neural Machine Translation
Junjie Hu, Graham Neubig
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2021-06-18
Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation
Raj Dabre, Atsushi Fujita
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Knowledge
Pose
NMT
Attention
CNN
Prediction
PDF
2021-06-16
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation
Samuel Kiegeland, Julia Kreutzer
arXiv_CL
arXiv_CL
Reinforcement_Learning
NMT
PDF
2021-06-16
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation
Rui Jiao, Zonghan Yang, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-06-15
Sequence-Level Training for Non-Autoregressive Neural Machine Translation
Chenze Shao, Yang Feng, Jinchao Zhang, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-06-15
Language Tags Matter for Zero-Shot Neural Machine Translation
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
NMT
PDF
2021-06-11
Towards User-Driven Neural Machine Translation
Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Contrastive_Learning
NMT
PDF
2021-06-10
Exploring Unsupervised Pretraining Objectives for Machine Translation
Christos Baziotis, Ivan Titov, Alexandra Birch, Barry Haddow
arXiv_CL
arXiv_CL
Unsupervised
NMT
Language_Model
PDF
2021-06-09
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT
Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-06-09
Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study
Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
NMT
Denoising
PDF
2021-06-08
Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing
Sarah Uhrig, Yoalli Rezepka Garcia, Juri Opitz, Anette Frank
arXiv_AI
arXiv_AI
NMT
Relation
PDF
2021-06-08
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation
Yong Cheng, Wei Wang, Lu Jiang, Wolfgang Macherey
arXiv_CL
arXiv_CL
Self-Supervised
Pose
NMT
PDF
2021-06-07
On the Language Coverage Bias for Neural Machine Translation
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-06-04
Scalable Transformers for Neural Machine Translation
Peng Gao, Shijie Geng, Xiaogang Wang, Jifeng Dai, Hongsheng Li
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2021-06-03
nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?
Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue
arXiv_CL
arXiv_CL
NMT
Language_Model
PDF
2021-06-02
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2021-06-01
Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation
Adithya Renduchintala, Denise Diaz, Kenneth Heafield, Xian Li, Mona Diab
arXiv_CL
arXiv_CL
Transformer
Quantization
Optimization
NMT
Attention
PDF
2021-05-31
Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation
Eleftheria Briakou, Marine Carpuat
arXiv_CL
arXiv_CL
Transformer
NMT
Prediction
PDF
2021-05-31
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data
Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab
arXiv_CL
arXiv_CL
Adversarial
NMT
Denoising
PDF
2021-05-31
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?
Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab
arXiv_AI
arXiv_AI
NMT
Attention
PDF
2021-05-31
Verdi: Quality Estimation and Error Detection for Bilingual
Mingjun Zhao, Haijiang Wu, Di Niu, Zixuan Wang, Xiaoli Wang
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
Detection
Language_Model
Prediction
PDF
2021-05-31
On Compositional Generalization of Neural Machine Translation
Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang
arXiv_AI
arXiv_AI
Quantitative
NMT
PDF
2021-05-30
Fast Nearest Neighbor Machine Translation
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-05-29
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model
Tae-Hwan Jung
arXiv_CL
arXiv_CL
Bert
Pose
NMT
Language_Model
PDF
2021-05-28
Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation
El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed
arXiv_CL
arXiv_CL
Transformer
NMT
Language_Model
PDF
2021-05-27
Adaptive Nearest Neighbor Machine Translation
Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2021-05-27
Selective Knowledge Distillation for Neural Machine Translation
Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
NMT
PDF
2021-05-24
Neural Machine Translation with Monolingual Translation Memory
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2021-05-24
Prevent the Language Model from being Overconfident in Neural Machine Translation
Mengqi Miao, Fandong Meng, Yijin Liu, Xiao-Hua Zhou, Jie Zhou
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
Attention
Language_Model
PDF
2021-05-18
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
Mathias Müller, Rico Sennrich
arXiv_CL
arXiv_CL
Pose
NMT
Inference
PDF
2021-05-16
Data Augmentation for Sign Language Gloss Translation
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg
arXiv_CL
arXiv_CL
Recognition
Pose
NMT
PDF
2021-05-14
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation
Zhixing Tan, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Inference
PDF
2021-05-12
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction
Gyubok Lee, Seongjun Yang, Edward Choi
arXiv_AI
arXiv_AI
Pose
NMT
Prediction
PDF
2021-05-10
Self-Guided Curriculum Learning for Neural Machine Translation
Lei Zhou, Liang Ding, Kevin Duh, Ryohei Sasano, Koichi Takeda
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
NMT
Language_Model
PDF
2021-05-10
Neural Program Repair with Execution-based Backpropagation
He Ye, Matias Martinez, Martin Monperrus
arXiv_CL
arXiv_CL
Optimization
Pose
NMT
PDF
2021-05-01
Hidden Backdoors in Human-Centric Language Models
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Detection
Language_Model
QA
PDF
2021-04-27
Shellcode_IA32: A Dataset for Automatic Shellcode Generation
Pietro Liguori, Erfan Al-Hossami, Domenico Cotroneo, Roberto Natella, Bojan Cukic, Samira Shaikh
arXiv_CL
arXiv_CL
NMT
PDF
2021-04-27
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework
Dimos Makris, Kat R. Agres, Dorien Herremans
arXiv_SD
arXiv_SD
Transformer
Memory_Networks
Pose
Emotion
NMT
PDF
2021-04-20
Addressing the Vulnerability of NMT in Input Perturbations
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq Joty
arXiv_CL
arXiv_CL
Reconstruction
NMT
PDF
2021-04-18
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders
Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Pose
NMT
PDF
2021-04-18
Improving Neural Machine Translation with Compact Word Embedding Tables
Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu
arXiv_CL
arXiv_CL
Embedding
Knowledge
NMT
PDF
2021-04-17
Sentence Alignment with Parallel Documents Helps Biomedical Machine Translation
Shengxuan Luo, Huaiyuan Ying, Sheng Yu
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
NMT
Medical
PDF
2021-04-17
Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation
Seiichiro Kondo, Kengo Hotate, Masahiro Kaneko, Mamoru Komachi
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2021-04-16
Context-Adaptive Document-Level Neural Machine Translation
Linlin Zhang
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-04-16
Investigating Failures of Automatic Translation in the Case of Unambiguous Gender
Adithya Renduchintala, Adina Williams
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2021-04-15
Sometimes We Want Translationese
Prasanna Parthasarathi, Koustuv Sinha, Joelle Pineau, Adina Williams
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2021-04-15
Reward Optimization for Neural Machine Translation with Learned Metrics
Raphael Shu, Kang Min Yoo, Jung-Woo Ha
arXiv_CL
arXiv_CL
Optimization
Pose
NMT
Relation
PDF
2021-04-15
First the worst: Finding better gender translations during beam search
Danielle Saunders, Rosie Sallis, Bill Byrne
arXiv_CL
arXiv_CL
NMT
Inference
PDF
2021-04-15
Simultaneous Multi-Pivot Neural Machine Translation
Raj Dabre, Aizhan Imankulova, Masahiro Kaneko, Abhisek Chakrabarty
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-04-14
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey
Danielle Saunders
arXiv_CL
arXiv_CL
Survey
NMT
Deep_Learning
Inference
PDF
2021-04-14
The Curious Case of Hallucinations in Neural Machine Translation
Vikas Raunak, Arul Menezes, Marcin Junczys-Dowmunt
arXiv_AI
arXiv_AI
Knowledge
NMT
PDF
2021-04-13
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation
Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
NMT
Speech_Recognition
PDF
2021-04-12
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Kumar Deepak, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra
arXiv_CL
arXiv_CL
OCR
NMT
PDF
2021-04-10
Sentiment-based Candidate Selection for NMT
Alex Jones, Derry Tanti Wijaya
arXiv_AI
arXiv_AI
Review
Pose
NMT
Classification
Sentiment
PDF
2021-04-08
A Sketch-Based Neural Model for Generating Commit Messages from Diffs
Nicolae-Teodor Pavel, Traian Rebedea
arXiv_CL
arXiv_CL
Sketch
NMT
PDF
2021-04-08
Perfection Not Required? Human-AI Partnerships in Code Translation
Justin D. Weisz, Michael Muller, Stephanie Houde, John Richards, Steven I. Ross, Fernando Martinez, Mayank Agarwal, Kartik Talamadupula
arXiv_CL
arXiv_CL
Unsupervised
Action
NMT
Detection
PDF
2021-04-07
Better Neural Machine Translation by Extracting Linguistic Information from BERT
Hassan S. Shavarani, Anoop Sarkar
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
NMT
PDF
2021-04-02
Attention Forcing for Machine Translation
Qingyun Dou, Yiting Lu, Potsawee Manakul, Xixin Wu, Mark J. F. Gales
arXiv_AI
arXiv_AI
Speech
Pose
NMT
Attention
Inference
PDF
2021-03-31
Leveraging Neural Machine Translation for Word Alignment
Vilém Zouhar, Daria Pylypenko
arXiv_CL
arXiv_CL
Action
NMT
Attention
PDF
2021-03-31
Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
arXiv_CL
arXiv_CL
Sparse
Pose
NMT
PDF
2021-03-31
An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation
Lidia Kidane, Sachin Kumar, Yulia Tsvetkov
arXiv_CL
arXiv_CL
NMT
PDF
2021-03-29
Contextual Text Embeddings for Twi
Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah
arXiv_AI
arXiv_AI
Transformer
Embedding
Recognition
Bert
Sentiment_Classification
Knowledge
Speech
Face
NMT
Classification
Sentiment
Language_Model
PDF
2021-03-29
Unsupervised Machine Translation On Dravidian Languages
Sai Koneru, Danni Liu, Jan Niehues
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Pose
NMT
PDF
2021-03-28
PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation
Dimitris Papadopoulos, Nikolaos Papadakis, Nikolaos Matsatsinis
arXiv_CL
arXiv_CL
Transformer
Action
NMT
PDF
2021-03-24
Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources
Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Derry Wijaya
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Quantitative
NMT
PDF
2021-03-23
Repairing Pronouns in Translation with BERT-Based Post-Editing
Reid Pryzant, Melvin Johnson, Hideto Kazawa
arXiv_CL
arXiv_CL
Bert
NMT
Prediction
PDF
2021-03-22
Monolingual and Parallel Corpora for Kangri Low Resource Language
Shweta Chauhan, Shefali Saxena, Philemon Daniel
arXiv_CL
arXiv_CL
Embedding
Knowledge
NMT
GAN
PDF
2021-03-20
Token-wise Curriculum Learning for Neural Machine Translation
Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Tuo Zhao
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-03-18
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation
Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser
arXiv_CL
arXiv_CL
Embedding
Unsupervised
NMT
Language_Model
PDF
2021-03-15
MENYO-20k: A Multi-domain English-Yor`ub'a Corpus for Machine Translation and Domain Adaptation
David I. Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España-Bonet
arXiv_CL
arXiv_CL
Face
NMT
Few-Shot
PDF
2021-03-14
Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language
Bonaventure F. P. Dossou, Chris C. Emezue
arXiv_AI
arXiv_AI
NMT
PDF
2021-03-11
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora
Gaurav Kumar, Philipp Koehn, Sanjeev Khudanpur
arXiv_CL
arXiv_CL
NMT
Denoising
Language_Model
PDF
2021-03-11
Learning Policies for Multilingual Training of Neural Machine Translation Systems
Gaurav Kumar, Philipp Koehn, Sanjeev Khudanpur
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-03-11
Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings
Carlos Mullov, Ngoc-Quan Pham, Alexander Waibel
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Transfer_Learning
NMT
PDF
2021-03-10
Majority Voting with Bidirectional Pre-translation Improves Bitext Retrieval
Alex Jones, Derry Tanti Wijaya
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2021-03-10
Self-Learning for Zero Shot Neural Machine Translation
Surafel M. Lakew, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
NMT
PDF
2021-03-07
Translating the Unseen? Yor`ub'a $rightarrow$ English MT in Low-Resource, Morphologically-Unmarked Settings
Ife Adebara Miikka Silfverberg Muhammad Abdul-Mageed
arXiv_AI
arXiv_AI
Transformer
RNN
NMT
PDF
2021-03-03
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation
Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao
arXiv_CL
arXiv_CL
Knowledge
NMT
PDF
2021-02-26
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair
Nan Jiang, Thibaud Lutellier, Lin Tan
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
PDF
2021-02-19
Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging
Emmanouil Stergiadis, Satendra Kumar, Fedor Kovalev, Pavel Levin
arXiv_CL
arXiv_CL
NMT
PDF
2021-02-15
Meta Back-translation
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2021-02-12
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
NMT
Denoising
Attention
PDF
2021-02-11
Towards Personalised and Document-level Machine Translation of Dialogue
Sebastian T. Vincent
arXiv_CL
arXiv_CL
NMT
PDF
2021-02-05
Understanding Pre-Editing for Black-Box Neural Machine Translation
Rei Miyata, Atsushi Fujita
arXiv_CL
arXiv_CL
NMT
PDF
2021-01-30
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation
Eva Vanmassenhove, Dimitar Shterionov, Matthew Gwilliam
arXiv_AI
arXiv_AI
NMT
PDF
2021-01-29
Transition based Graph Decoder for Neural Machine Translation
Leshem Choshen, Omri Abend
arXiv_CL
arXiv_CL
Transformer
RNN
Pose
NMT
PDF
2021-01-29
Synthesizing Monolingual Data for Neural Machine Translation
Benjamin Marie, Atsushi Fujita
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-12-31
FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation
Wenhao Zhu, Shujian Huang, Tong Pu, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen
arXiv_CL
arXiv_CL
Knowledge
Pose
Quantitative
NMT
Autonomous
PDF
2020-12-31
Revisiting Robust Neural Machine Translation: A Transformer Case Study
Peyman Passban, Puneeth S.M. Saladi, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-12-31
Neural Machine Translation: A Review of Methods, Resources, and Tools
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu
arXiv_CL
arXiv_CL
Review
NMT
PDF
2020-12-31
Exploring Monolingual Data for Neural Machine Translation with Knowledge Distillation
Alham Fikri Aji, Kenneth Heafield
arXiv_CL
arXiv_CL
Knowledge
NMT
PDF
2020-12-30
Synthetic Source Language Augmentation for Colloquial Neural Machine Translation
Asrul Sani Ariesandy, Mukhlis Amien, Alham Fikri Aji, Radityo Eko Prasojo
arXiv_CL
arXiv_CL
NMT
PDF
2020-12-27
Learning Light-Weight Translation Models from Deep Transformer
Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
NMT
PDF
2020-12-24
Why Neural Machine Translation Prefers Empty Outputs
Xing Shi, Yijun Xiao, Kevin Knight
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-12-23
BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training
Letian Zhao, Rui Xu, Tianqi Wang, Teng Tian, Xiaotian Wang, Wei Wu, Chio-in Ieong, Xi Jin
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2020-12-22
Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020
Ramchandra Joshi, Rushabh Karnavat, Kaustubh Jirapure, Raviraj Joshi
arXiv_CL
arXiv_CL
Transformer
RNN
NMT
PDF
2020-12-19
Finding Sparse Structure for Domain Specific Neural Machine Translation
Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li
arXiv_AI
arXiv_AI
Sparse
Pose
NMT
PDF
2020-12-15
Modeling Homophone Noise for Robust Neural Machine Translation
Wenjie Qin, Xiang Li, Yuhui Sun, Deyi Xiong, Jianwei Cui, Bin Wang
arXiv_CL
arXiv_CL
Pose
NMT
Detection
Object_Detection
PDF
2020-12-10
Exploring Pair-Wise NMT for Indian Languages
Kartheek Akella, Sai Himal Allu, Sridhar Suresh Ragupathi, Aman Singhal, Zeeshan Khan, Vinay P. Namboodiri, C V Jawahar
arXiv_CL
arXiv_CL
NMT
PDF
2020-12-10
Approches quantitatives de l'analyse des pr{'e}dictions en traduction automatique neuronale
Maria Zimina-Poirot (CLILLAC-ARP), Nicolas Ballier (CLILLAC-ARP), Jean-Baptiste Yunès (IRIF)
arXiv_AI
arXiv_AI
Quantitative
NMT
PDF
2020-12-10
Rewriter-Evaluator Framework for Neural Machine Translation
Yangming Li, Kaisheng Yao
arXiv_CL
arXiv_CL
Transformer
Gradient_Descent
Pose
NMT
PDF
2020-12-07
Confidence-aware Non-repetitive Multimodal Transformers for TextCaps
Zhaokai Wang, Renda Bao, Qi Wu, Si Liu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Embedding
Recognition
OCR
Optical_Character
Pose
NMT
Caption
PDF
2020-12-07
Document Graph for Neural Machine Translation
Mingzhou Xu, Liangyou Li, Derek. F. Wai, Qun Liu, Lidia S. Chao
arXiv_CL
arXiv_CL
Transformer
NMT
Relation
CNN
PDF
2020-12-05
Reciprocal Supervised Learning Improves Neural Machine Translation
Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li
arXiv_AI
arXiv_AI
Knowledge
NMT
Classification
Image_Classification
Prediction
PDF
2020-12-04
Quality Estimation & Interpretability for Code Translation
Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, Michael Muller, John Richards, Steven Ross, Justin D. Weisz
arXiv_CL
arXiv_CL
NMT
Relation
PDF
2020-11-30
Machine Translation of Novels in the Age of Transformer
Antonio Toral, Antoni Oliver, Pau Ribas Ballestín
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-11-30
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation
Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-11-26
Decoding and Diversity in Machine Translation
Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton
arXiv_CL
arXiv_CL
Salient
NMT
PDF
2020-11-18
Master Thesis: Neural Sign Language Translation by Learning Tokenization
Alptekin Orbay
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
3D
Knowledge
Pose
NMT
PDF
2020-11-14
Iterative Self-Learning for Enhanced Back-Translation in Low Resource Neural Machine Translation
Idris Abdulmumin, Bashir Shehu Galadanci, Ismaila Idris Sinan
arXiv_CL
arXiv_CL
NMT
PDF
2020-11-12
Inference-only sub-character decomposition improves translation of unseen logographic characters
Danielle Saunders, Weston Feely, Bill Byrne
arXiv_CL
arXiv_CL
NMT
Inference
PDF
2020-11-09
BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention
Zhebin Zhang, Sai Wu, Dawei Jiang, Gang Chen
arXiv_CL
arXiv_CL
Transformer
Bert
Optimization
Pose
NMT
Attention
PDF
2020-11-06
An Unsupervised method for OCR Post-Correction and Spelling Normalisation for Finnish
Quan Duong, Mika Hämäläinen, Simon Hengchen
arXiv_CL
arXiv_CL
Unsupervised
Recognition
OCR
Optical_Character
Action
NMT
PDF
2020-11-06
Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English
Gongbo Tang, Rico Sennrich, Joakim Nivre
arXiv_CL
arXiv_CL
Sparse
Knowledge
NMT
Attention
PDF
2020-11-04
PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents
Ryo Fujii, Masato Mita, Kaori Abe, Kazuaki Hanawa, Makoto Morishita, Jun Suzuki, Kentaro Inui
arXiv_CL
arXiv_CL
NMT
PDF
2020-11-03
Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks
Denis Emelin, Ivan Titov, Rico Sennrich
arXiv_CL
arXiv_CL
Adversarial
NMT
Prediction
PDF
2020-11-02
Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura
arXiv_CL
arXiv_CL
Zero-Shot
Speech
Pose
NMT
PDF
2020-11-02
Emergent Communication Pretraining for Few-Shot Machine Translation
Yaoyiran Li, Edoardo M. Ponti, Ivan Vulić, Anna Korhonen
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
NMT
Few-Shot
Inference
PDF
2020-11-02
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation
Shuhao Gu, Yang Feng
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
Relation
PDF
2020-11-02
Targeted Poisoning Attacks on Black-Box Neural Machine Translation
Chang Xu, Jun Wang, Yuqing Tang, Francisco Guzman, Benjamin I. P. Rubinstein, Trevor Cohn
arXiv_CL
arXiv_CL
Adversarial
Action
NMT
PDF
2020-10-26
Is it Great or Terrible? Preserving Sentiment in Neural Machine Translation of Arabic Reviews
Hadeel Saadany, Constantin Orasan
arXiv_CL
arXiv_CL
Review
Pose
NMT
Sentiment
PDF
2020-10-26
Exploiting Neural Query Translation into Cross Lingual Information Retrieval
Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-26
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval
Tianchi Bi, Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen
arXiv_CL
arXiv_CL
Pose
NMT
Deep_Learning
Inference
PDF
2020-10-25
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task
Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya, Alexander Fraser
arXiv_CL
arXiv_CL
Unsupervised
NMT
PDF
2020-10-21
Sentence Boundary Augmentation For Neural Machine Translation Robustness
Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield
arXiv_CL
arXiv_CL
Segmentation
Recognition
Speech
Pose
NMT
Speech_Recognition
PDF
2020-10-21
Token Drop mechanism for Neural Machine Translation
Huaao Zhang, Shigui Qiu, Xiangyu Duan, Min Zhang
arXiv_CL
arXiv_CL
Transformer
Self-Supervised
Pose
NMT
Detection
Prediction
PDF
2020-10-21
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
Elena Voita, Rico Sennrich, Ivan Titov
arXiv_CL
arXiv_CL
Transformer
NMT
Language_Model
Prediction
PDF
2020-10-21
TMT: A Transformer-based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-aware Dialog
Wubo Li, Dongwei Jiang, Wei Zou, Xiangang Li
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-10-21
SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning
Jianlei Chi, Yu Qu, Ting Liu, Qinghua Zheng, Heng Yin
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Attention
PDF
2020-10-20
Human-Paraphrased References Improve Neural Machine Translation
Markus Freitag, George Foster, David Grangier, Colin Cherry
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-20
Complete Multilingual Neural Machine Translation
Markus Freitag, Orhan Firat
arXiv_CL
arXiv_CL
Transfer_Learning
Face
NMT
PDF
2020-10-19
Diving Deep into Context-Aware Neural Machine Translation
Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney
arXiv_AI
arXiv_AI
NMT
PDF
2020-10-19
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation
Dušan Variš, Ondřej Bojar
arXiv_CL
arXiv_CL
Unsupervised
Regularization
NMT
Language_Model
PDF
2020-10-19
Revisiting Modularized Multilingual NMT to Meet Industrial Demands
Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2020-10-18
Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation
Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, Jaegul Choo
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Knowledge
Pose
NMT
PDF
2020-10-17
A Corpus for English-Japanese Multimodal Neural Machine Translation with Comparable Sentences
Andrew Merritt, Chenhui Chu, Yuki Arase
arXiv_AI
arXiv_AI
Image_Caption
Pose
NMT
Caption
PDF
2020-10-16
Generating Diverse Translation from Model Distribution with Dropout
Xuanfu Wu, Yang Feng, Chenze Shao
arXiv_AI
arXiv_AI
Pose
NMT
Inference
Prediction
PDF
2020-10-15
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses
Prathyusha Jwalapuram, Shafiq Joty, Youlin Shen
arXiv_CL
arXiv_CL
NMT
PDF
2020-10-12
Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation
Xing Jie Zhong, David Chiang
arXiv_AI
arXiv_AI
NMT
PDF
2020-10-12
Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation
Fahimeh Saleh, Wray Buntine, Gholamreza Haffari
arXiv_CL
arXiv_CL
Transfer_Learning
Knowledge
Pose
NMT
PDF
2020-10-11
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It
Danielle Saunders, Rosie Sallis, Bill Byrne
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-11
Machine Translation of Mathematical Text
Aditya Ohri, Tanya Schmah
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-10-11
SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task
Zuchao Li, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita
arXiv_CL
arXiv_CL
Unsupervised
NMT
Language_Model
PDF
2020-10-10
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation
Mehrad Moradshahi. Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam
arXiv_CL
arXiv_CL
RNN
Pose
Ontology
NMT
Few-Shot
QA
PDF
2020-10-10
On Long-Tailed Phenomena in Neural Machine Translation
Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze
arXiv_AI
arXiv_AI
Pose
Action
Quantitative
NMT
Classification
Text_Generation
Inference
Prediction
PDF
2020-10-09
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization
Shiyue Zhang, Benjamin Frey, Mohit Bansal
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Bert
RNN
Pose
NMT
Language_Model
PDF
2020-10-09
Self-Paced Learning for Neural Machine Translation
Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-09
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation
Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo
arXiv_CL
arXiv_CL
Pose
NMT
Inference
PDF
2020-10-09
Token-level Adaptive Training for Neural Machine Translation
Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu
arXiv_CL
arXiv_CL
NMT
Attention
PDF
2020-10-08
Shallow-to-Deep Training for Neural Machine Translation
Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-10-06
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers
Yimeng Wu, Peyman Passban, Mehdi Rezagholizade, Qun Liu
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
Prediction
Matching
PDF
2020-10-06
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications
Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Inference
PDF
2020-10-06
On the Sub-Layer Functionalities of Transformer Decoder
Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu
arXiv_AI
arXiv_AI
Transformer
NMT
Inference
PDF
2020-10-06
On the Sparsity of Neural Machine Translation Models
Yong Wang, Longyue Wang, Victor O.K. Li, Zhaopeng Tu
arXiv_CL
arXiv_CL
NMT
PDF
2020-10-06
Converting the Point of View of Messages Spoken to Virtual Assistants
Isabelle G. Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Jack G.M. Fitzgerald
arXiv_AI
arXiv_AI
Transformer
Text_Classification
RNN
Speech
Pose
NMT
Classification
Language_Model
PDF
2020-10-06
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-06
Multi-task Learning for Multilingual Neural Machine Translation
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
Denoising
PDF
2020-10-06
Iterative Domain-Repaired Back-Translation
Hao-Ran Wei, Zhirui Zhang, Boxing Chen, Weihua Luo
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-06
Adversarial Grammatical Error Correction
Vipul Raheja, Dimitrios Alikaniotis
arXiv_AI
arXiv_AI
Transformer
Adversarial
NMT
Classification
GAN
PDF
2020-10-05
On the Relevance of Cross-project Learning with Nearest Neighbours for Commit Message Generation
Khashayar Etemadi, Martin Monperrus
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-10-04
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation
Luyu Gao, Xinyi Wang, Graham Neubig
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
PDF
2020-09-30
Can Automatic Post-Editing Improve NMT?
Shamil Chollampatt, Raymond Hendy Susanto, Liling Tan, Ewa Szymanska
arXiv_CL
arXiv_CL
NMT
PDF
2020-09-21
Target Conditioning for One-to-Many Generation
Marie-Anne Lachaux, Armand Joulin, Guillaume Lample
arXiv_CL
arXiv_CL
Pose
NMT
Inference
PDF
2020-09-21
Generative Imagination Elevates Machine Translation
Quanyu Long, Mingxuan Wang, Lei Li
arXiv_AI
arXiv_AI
Knowledge
Pose
NMT
Inference
PDF
2020-09-20
Softmax Tempering for Training Neural Machine Translation Models
Raj Dabre, Atsushi Fujita
arXiv_AI
arXiv_AI
Pose
NMT
PDF
2020-09-20
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-09-19
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation
Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan
arXiv_AI
arXiv_AI
Transformer
Pose
NMT
Attention
PDF
2020-09-17
Code-switching pre-training for neural machine translation
Zhen Yang, Bojie Hu, Ambyera Han, Shen Huang, Qi Ju
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Pose
NMT
PDF
2020-09-17
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation
Rajiv Movva, Jason Y. Zhao
arXiv_CL
arXiv_CL
Transformer
Sparse
NMT
Attention
PDF
2020-09-16
Document-level Neural Machine Translation with Document Embeddings
Shu Jiang, Hai Zhao, Zuchao Li, Bao-Liang Lu
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
NMT
PDF
2020-09-16
Knowledge Graphs for Multilingual Language Translation and Generation
Diego Moussallem
arXiv_CL
arXiv_CL
Knowledge
Knowledge_Graph
Pose
NMT
GAN
Inference
QA
PDF
2020-09-16
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT
Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Language_Model
PDF
2020-09-16
Graph-to-Sequence Neural Machine Translation
Sufeng Duan, Hai Zhao, Rui Wang
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Relation
PDF
2020-09-16
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation
Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee
arXiv_CL
arXiv_CL
Transformer
Embedding
Quantization
Pose
NMT
Inference
PDF
2020-09-15
Attention-Aware Inference for Neural Abstractive Summarization
Ye Ma, Lu Zong
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Attention
Summarization
Inference
Prediction
PDF
2020-09-13
Combining Word and Character Vector Representation on Neural Machine Translation
K. M. Shahih, Ayu Purwarianti
arXiv_CL
arXiv_CL
RNN
NMT
PDF
2020-09-06
Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity
Mika Hämäläinen, Niko Partanen, Khalid Alnajjar, Jack Rueter, Thierry Poibeau
arXiv_CL
arXiv_CL
Transfer_Learning
NMT
PDF
2020-08-20
Lite Training Strategies for Portuguese-English and English-Portuguese Translation
Alexandre Lopes, Rodrigo Nogueira, Roberto Lotufo, Helio Pedrini
arXiv_CL
arXiv_CL
Pose
NMT
Deep_Learning
Medical
Language_Model
PDF
2020-08-19
Transformer based Multilingual document Embedding model
Wei Li, Brian Mak
arXiv_CL
arXiv_CL
Transformer
Embedding
RNN
NMT
Attention
PDF
2020-08-18
Very Deep Transformers for Neural Machine Translation
Xiaodong Liu, Kevin Duh, Liyuan Liu, Jianfeng Gao
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-08-11
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity
Brian Thompson, Matt Post
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2020-08-11
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020
Tobias Domhan, Michael Denkowski, David Vilar, Xing Niu, Felix Hieber, Kenneth Heafield
arXiv_CL
arXiv_CL
Quantization
NMT
Inference
PDF
2020-08-11
Revisiting Low Resource Status of Indian Languages in Machine Translation
Jerin Philip, Shashank Siripragada, Vinay P. Namboodiri, C.V. Jawahar
arXiv_CL
arXiv_CL
NMT
PDF
2020-08-07
Data Weighted Training Strategies for Grammatical Error Correction
Jared Lichtarge, Chris Alberti, Shankar Kumar
arXiv_CL
arXiv_CL
NMT
PDF
2020-07-21
Neural Machine Translation with Error Correction
Kaitao Song, Xu Tan, Jianfeng Lu
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Attention
Inference
Prediction
PDF
2020-07-20
Neural Machine Translation model for University Email Application
Sandhya Aneja, Siti Nur Afikah Bte Abdul Mazid, Nagender Aneja
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2020-07-17
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
Yongjing Yin, Fandong Meng, Jinsong Su, Chulun Zhou, Zhengyuan Yang, Jie Zhou, Jiebo Luo
arXiv_CL
arXiv_CL
Represenation_Learning
Pose
Action
NMT
Relation
Attention
PDF
2020-07-15
Dual Past and Future for Neural Machine Translation
Jianhao Yan, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2020-07-10
Learn to Use Future Information in Simultaneous Translation
Xueqing Wu, Yingce Xia, Lijun Wu, Shufang Xie, Weiqing Liu, Jiang Bian, Tao Qin, Tie-Yan Liu
arXiv_CL
arXiv_CL
Optimization
Pose
NMT
Attention
PDF
2020-06-25
Learning Source Phrase Representations for Neural Machine Translation
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang
arXiv_CL
arXiv_CL
Transformer
RNN
Pose
NMT
Relation
Attention
PDF
2020-06-25
Modeling Baroque Two-Part Counterpoint with Neural Machine Translation
Eric P. Nichols, Stefano Kalonaris, Gianluca Micchi, Anna Aljanaki
arXiv_SD
arXiv_SD
Pose
Action
NMT
Attention
PDF
2020-06-21
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
Yong Cheng, Lu Jiang, Wolfgang Macherey, Jacob Eisenstein
arXiv_CL
arXiv_CL
Transformer
Embedding
Adversarial
Pose
NMT
PDF
2020-06-15
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese
Yuying Ye, Antonio Toral
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-06-14
FFR v1.1: Fon-French Neural Machine Translation
Bonaventure F. P. Dossou, Chris C. Emezue
arXiv_CL
arXiv_CL
Face
NMT
PDF
2020-06-09
An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation
Rashi Kumar, Piyush Jha, Vineet Sahula
arXiv_CL
arXiv_CL
Embedding
Sparse
NMT
PDF
2020-06-09
HausaMT v1.0: Towards English-Hausa Neural Machine Translation
Adewale Akinfaderin
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-06-09
Universal Vector Neural Machine Translation With Effective Attention
Satish Mylapore, Ryan Quincy Paul, Joshua Yi, Robert D. Slater
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2020-06-08
Modeling Discourse Structure for Document-level Neural Machine Translation
Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
NMT
Attention
PDF
2020-06-04
Using Self-Training to Improve Back-Translation in Low Resource Neural Machine Translation
Idris Abdulmumin, Bashir Shehu Galadanci, Abubakar Isa
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-06-03
Norm-Based Curriculum Learning for Neural Machine Translation
Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
PDF
2020-06-01
Is 42 the Answer to Everything in Subtitling-oriented Speech Translation?
Alina Karakanta, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Segmentation
Speech
NMT
PDF
2020-06-01
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English
Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet Manquat, Laurent Besacier
arXiv_CL
arXiv_CL
Transformer
NMT
Attention
CNN
PDF
2020-05-29
Neural Simultaneous Speech Translation Using Alignment-Based Chunking
Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik
arXiv_CL
arXiv_CL
Speech
Pose
NMT
Inference
PDF
2020-05-28
Variational Neural Machine Translation with Normalizing Flows
Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-05-27
Insertion-Based Modeling for End-to-End Automatic Speech Recognition
Yuya Fujita, Shinji Watanabe, Motoi Omachi, Xuankai Chan
arXiv_SD
arXiv_SD
Transformer
Recognition
Speech
Pose
NMT
Classification
Attention
Speech_Recognition
PDF
2020-05-25
The Unreasonable Volatility of Neural Machine Translation Models
Marzieh Fadaee, Christof Monz
arXiv_CL
arXiv_CL
Transformer
RNN
NMT
PDF
2020-05-22
Character-level Transformer-based Neural Machine Translation
Nikolay Banar, Walter Daelemans, Mike Kestemont
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-05-20
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation
Bryan Eikema, Wilker Aziz
arXiv_CL
arXiv_CL
NMT
PDF
2020-05-17
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages
Tyler A. Chang, Anna N. Rafferty
arXiv_CL
arXiv_CL
RNN
NMT
Prediction
PDF
2020-05-12
DiscreTalk: Text-to-Speech as a Machine Translation Problem
Tomoki Hayashi, Shinji Watanabe
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Recognition
Speech
Pose
Action
NMT
Speech_Recognition
Language_Model
PDF
2020-05-11
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan, Yonghui Wu
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2020-05-08
Neural Machine Translation for South Africa's Official Languages
Laura Martinus, Jason Webster, Joanne Moonsamy, Moses Shaba Jnr, Ridha Moosa, Robert Fairon
arXiv_CL
arXiv_CL
NMT
PDF
2020-05-07
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
Chaojun Wang, Rico Sennrich
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-05-07
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation
Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li
arXiv_CL
arXiv_CL
NMT
PDF
2020-05-07
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation
Zhuoyuan Mao, Fabien Cromieres, Raj Dabre, Haiyue Song, Sadao Kurohashi
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
NMT
PDF
2020-05-04
Evaluating Explanation Methods for Neural Machine Translation
Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi
arXiv_CL
arXiv_CL
Pose
Quantitative
NMT
PDF
2020-05-04
Using Context in Neural Machine Translation Training Objectives
Danielle Saunders, Felix Stahlberg, Bill Byrne
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-05-03
On the Inference Calibration of Neural Machine Translation
Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
Relation
Inference
Prediction
PDF
2020-05-02
A Comprehensive Survey of Grammar Error Correction
Yu Wang, Yuelin Wang, Jie Liu, Zhuo Liu
arXiv_CL
arXiv_CL
Enhancement
Survey
NMT
Classification
Deep_Learning
Language_Model
PDF
2020-05-01
Evaluating Robustness to Input Perturbations for Neural Machine Translation
Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
PDF
2020-04-30
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation
Shoetsu Sato, Jin Sakuma, Naoki Yoshinaga, Masashi Toyoda, Masaru Kitsuregawa
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
PDF
2020-04-30
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Denoising
Language_Model
PDF
2020-04-30
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing
Brian Thompson, Matt Post
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
2020-04-29
Towards Character-Level Transformer NMT by Finetuning Subword Systems
Jindřich Libovický, Alexander Fraser
arXiv_CL
arXiv_CL
Transformer
Segmentation
Pose
NMT
PDF
2020-04-29
Syntax-aware Data Augmentation for Neural Machine Translation
Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang
arXiv_CL
arXiv_CL
Enhancement
Pose
NMT
PDF
2020-04-29
Adversarial Subword Regularization for Robust Neural Machine Translation
Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang
arXiv_CL
arXiv_CL
Segmentation
Regularization
Adversarial
NMT
Language_Model
PDF
2020-04-29
Multiscale Collaborative Deep Models for Neural Machine Translation
Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo
arXiv_CL
arXiv_CL
NMT
PDF
2020-04-29
Revisiting Round-Trip Translation for Quality Estimation
Jihyung Moon, Hyunchang Cho, Eunjeong L. Park
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Relation
Language_Model
PDF
2020-04-28
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models
Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu
arXiv_CL
arXiv_CL
Knowledge
NMT
PDF
2020-04-24
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
2020-04-23
Multiple Segmentations of Thai Sentences for Neural Machine Translation
Alberto Poncelas, Wichaya Pidchamook, Chao-Hong Liu, James Hadley, Andy Way
arXiv_CL
arXiv_CL
Segmentation
NMT
PDF
2020-04-22
When and Why is Unsupervised Neural Machine Translation Useless?
Yunsu Kim, Miguel Graça, Hermann Ney
arXiv_CL
arXiv_CL
Unsupervised
NMT
PDF
2020-04-22
A Study of Non-autoregressive Model for Sequence Generation
Yi Ren, Jinglin Liu, Xu Tan, Sheng Zhao, Zhou Zhao, Tie-Yan Liu
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
NMT
Speech_Recognition
PDF
2020-04-21
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Knowledge
Pose
NMT
PDF
2020-04-21
Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns
KayYen Wong, Sameen Maruf, Gholamreza Haffari
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-04-19
Neural Machine Translation for Low-Resourced Indian Languages
Himanshu Choudhary, Shivansh Rao, Rajesh Rohilla
arXiv_CL
arXiv_CL
Embedding
Pose
Survey
NMT
Attention
PDF
2020-04-18
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
PDF
2020-04-13
Neural Machine Translation: Challenges, Progress and Future
Jiajun Zhang, Chengqing Zong
arXiv_CL
arXiv_CL
Review
NMT
PDF
2020-04-13
Reinforced Curriculum Learning on Pre-trained Neural Machine Translation Models
Mingjun Zhao, Haijiang Wu, Di Niu, Xiaoli Wang
arXiv_CL
arXiv_CL
Reinforcement_Learning
Knowledge
Pose
NMT
PDF
2020-04-10
An In-depth Walkthrough on Evolution of Neural Machine Translation
Rohan Jagtap, Dr. Sudhir N. Dhage
arXiv_CL
arXiv_CL
Image_Caption
Bert
NMT
Summarization
Caption
QA
PDF
2020-04-09
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
PDF
2020-04-09
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem
Danielle Saunders, Bill Byrne
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
NMT
Inference
PDF
2020-04-09
On optimal transformer depth for low-resource language translation
Elan van Biljon, Arnu Pretorius, Julia Kreutzer
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2020-04-08
Explicit Reordering for Neural Machine Translation
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Relation
Attention
PDF
2020-04-07
Dynamic Data Selection and Weighting for Iterative Back-Translation
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-04-07
Towards Multimodal Simultaneous Neural Machine Translation
Aizhan Imankulova, Masahiro Kaneko, Tosho Hirasawa, Mamoru Komachi
arXiv_CL
arXiv_CL
Adversarial
Pose
NMT
Attention
PDF
2020-04-07
Self-Induced Curriculum Learning in Neural Machine Translation
Dana Ruiter, Cristina España-Bonet, Josef van Genabith
arXiv_CL
arXiv_CL
Unsupervised
Self-Supervised
Action
NMT
Denoising
PDF
2020-04-07
Unsupervised Neural Machine Translation with Indirect Supervision
Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li
arXiv_CL
arXiv_CL
Unsupervised
Weakly_Supervised
NMT
PDF
2020-04-06
Meta-Learning for Few-Shot NMT Adaptation
Amr Sharaf, Hany Hassan, Hal Daumé III
arXiv_CL
arXiv_CL
Pose
NMT
Few-Shot
PDF
2020-04-06
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation
Wei Peng, Chongxuan Huang, Tianhao Li, Yun Chen, Qun Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-04-05
Neural Machine Translation with Imbalanced Classes
Thamme Gowda, Jonathan May
arXiv_AI
arXiv_AI
NMT
Classification
PDF
2020-04-05
Understanding Learning Dynamics for Neural Machine Translation
Conghui Zhu, Guanlin Li, Lemao Liu, Tiejun Zhao, Shuming Shi
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-04-05
AR: Auto-Repair the Synthetic Data for Neural Machine Translation
Shanbo Cheng, Shaohui Kuang, Rongxiang Weng, Heng Yu, Changfeng Zhu, Weihua Luo
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-04-05
Reference Language based Unsupervised Neural Machine Translation
Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita
arXiv_CL
arXiv_CL
Reconstruction
Unsupervised
Enhancement
Pose
NMT
PDF
2020-03-31
DeepSumm -- Deep Code Summaries using Neural Transformer Architecture
Vivek Gupta
arXiv_CL
arXiv_CL
Transformer
Knowledge
Action
NMT
Attention
PDF
2020-03-31
Low Resource Neural Machine Translation: A Benchmark for Five African Languages
Surafel M. Lakew, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Transfer_Learning
NMT
PDF
2020-03-30
Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation
Pei Zhang, Xu Zhang, Wei Chen, Jian Yu, Yanfeng Wang, Deyi Xiong
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
NMT
Prediction
PDF
2020-03-27
Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin
Orevaoghene Ahia, Kelechi Ogueji
arXiv_CL
arXiv_CL
Unsupervised
NMT
PDF
2020-03-24
Towards Neural Machine Translation for Edoid Languages
Iroro Orife
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-03-11
Capturing document context inside sentence-level neural machine translation models with self-training
Elman Mansimov, Gábor Melis, Lei Yu
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2020-03-04
Evaluating Low-Resource Machine Translation between Chinese and Vietnamese with Back-Translation
Hongzheng Li, Heyan Huang
arXiv_CL
arXiv_CL
NMT
PDF
2020-02-28
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation
Mikel Artetxe, Gorka Labaka, Noe Casas, Eneko Agirre
arXiv_CL
arXiv_CL
Unsupervised
NMT
PDF
2020-02-28
Modeling Future Cost for Neural Machine Translation
Chaoqun Duan, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Conghui Zhu, Tiejun Zhao
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
PDF
2020-02-28
Robust Unsupervised Neural Machine Translation with Adversarial Training
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Adversarial
Pose
NMT
PDF
2020-02-27
Echo State Neural Machine Translation
Ankush Garg, Yuan Cao, Qi Ge
arXiv_CL
arXiv_CL
NMT
Prediction
PDF
2020-02-25
MuST-Cinema: a Speech-to-Subtitles corpus
Alina Karakanta, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Speech
Pose
NMT
PDF
2020-02-21
Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue
Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloe Clavel
arXiv_CL
arXiv_CL
Pose
NMT
Classification
Attention
Inference
Prediction
PDF
2020-02-20
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction
Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloe Clavel
arXiv_CL
arXiv_CL
Pose
NMT
Classification
Attention
Inference
Prediction
PDF
2020-02-19
Toward Making the Most of Context in Neural Machine Translation
Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
GAN
PDF
2020-02-18
A Survey of Deep Learning Techniques for Neural Machine Translation
Shuoheng Yang, Yuxin Wang, Xiaowen Chu
arXiv_CL
arXiv_CL
Pose
Survey
NMT
Deep_Learning
Attention
PDF
2020-02-17
Incorporating BERT into Neural Machine Translation
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Bert
Text_Classification
Pose
NMT
Classification
Attention
PDF
2020-02-16
Neural Machine Translation with Joint Representation
YanYang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Pose
Action
NMT
Attention
PDF
2020-02-13
On Learning Meaningful Assert Statements for Unit Test Cases
Cody Watson, Michele Tufano, Kevin Moran, Gabriele Bavota, Denys Poshyvanyk
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-02-07
Translating Web Search Queries into Natural Language Questions
Adarsh Kumar, Sandipan Dandapat, Sushil Chordia
arXiv_AI
arXiv_AI
NMT
QA
PDF
2020-02-02
Neural Machine Translation System of Indic Languages -- An Attention based Approach
Parth Shah, Vishvajit Bakrola
arXiv_CL
arXiv_CL
Pose
NMT
Attention
PDF
2020-01-27
PMIndia -- A Collection of Parallel Corpora of Languages of India
Barry Haddow, Faheem Kirefu
arXiv_CL
arXiv_CL
NMT
PDF
2020-01-23
Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation
Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Eiichiro Sumita
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2020-01-22
Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation
Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits
arXiv_CL
arXiv_CL
Transformer
Unsupervised
NMT
PDF
2020-01-14
Bi-Decoder Augmented Network for Neural Machine Translation
Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai
arXiv_CL
arXiv_CL
Pose
NMT
Relation
PDF
2020-01-10
Learning to Multi-Task Learn for Better Neural Machine Translation
Poorya Zaremoodi, Gholamreza Haffari
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
GAN
PDF
2020-01-07
A Comprehensive Survey of Multilingual Neural Machine Translation
Raj Dabre, Chenhui Chu, Anoop Kunchukuttan
arXiv_CL
arXiv_CL
Transfer_Learning
Knowledge
Pose
Survey
Action
NMT
PDF
2020-01-02
Morphological Word Segmentation on Agglutinative Languages for Neural Machine Translation
Yirong Pan, Xiao Li, Yating Yang, Rui Dong
arXiv_CL
arXiv_CL
Segmentation
Sparse
Knowledge
Pose
NMT
PDF
2019-12-27
Explicit Sentence Compression for Neural Machine Translation
Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Attention
PDF
2019-12-26
Amharic-Arabic Neural Machine Translation
Ibrahim Gashaw, H L Shashirekha
arXiv_CL
arXiv_CL
RNN
NMT
Attention
PDF
2019-12-25
A Study of Multilingual Neural Machine Translation
Xu Tan, Yichong Leng, Jiale Chen, Yi Ren, Tao Qin, Tie-Yan Liu
arXiv_CL
arXiv_CL
Zero-Shot
NMT
PDF
2019-12-22
Tag-less Back-Translation
Idris Abdulmumin, Bashir Shehu Galadanci, Aliyu Garba
arXiv_CL
arXiv_CL
NMT
PDF
2019-12-18
A Survey on Document-level Machine Translation: Methods and Evaluation
Sameen Maruf, Fahimeh Saleh, Gholamreza Haffari
arXiv_CL
arXiv_CL
Survey
NMT
PDF
2019-12-16
Iterative Dual Domain Adaptation for Neural Machine Translation
Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo
arXiv_CL
arXiv_CL
Knowledge
Pose
NMT
PDF
2019-12-07
PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English
Kelechi Ogueji, Orevaoghene Ahia
arXiv_CL
arXiv_CL
Embedding
Unsupervised
NMT
PDF
2019-12-04
Neural Machine Translation: A Review
Felix Stahlberg
arXiv_CL
arXiv_CL
Embedding
Review
Survey
NMT
PDF
2019-12-04
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
NMT
PDF
2019-12-03
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation
Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
PDF
2019-12-02
Merging External Bilingual Pairs into Neural Machine Translation
Tao Wang, Shaohui Kuang, Deyi Xiong, António Branco
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Attention
PDF
2019-11-26
Neural Machine Translation with Explicit Phrase Alignment
Jiacheng Zhang, Huanbo Luan, Maosong Sun, FeiFei Zhai, Jingfang Xu, Yang Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-11-26
Iterative Batch Back-Translation for Neural Machine Translation: A Conceptual Model
Idris Abdulmumin, Bashir Shehu Galadanci, Abubakar Isa
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-11-25
Learning to Reuse Translations: Guiding Neural Machine Translation with Examples
Qian Cao, Shaohui Kuang, Deyi Xiong
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Prediction
PDF
2019-11-25
JParaCrawl: A Large Scale Web-Based English-Japanese Parallel Corpus
Makoto Morishita, Jun Suzuki, Masaaki Nagata
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-11-22
Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks
Yong Wang, Longyue Wang, Shuming Shi, Victor O.K. Li, Zhaopeng Tu
arXiv_CL
arXiv_CL
Knowledge
Adversarial
Pose
NMT
PDF
2019-11-12
Character-based NMT with Transformer
Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé
arXiv_CL
arXiv_CL
Transformer
NMT
PDF
2019-11-11
Diversity by Phonetics and its Application in Neural Machine Translation
Abdul Rafae Khan, Jia Xu
arXiv_CL
arXiv_CL
NMT
PDF
2019-11-10
Language Model-Driven Unsupervised Neural Machine Translation
Wei Zhang, Youyuan Lin, Ruoran Ren, Xiaodong Wang, Zhenshuang Liang, Zhen Huang
arXiv_CL
arXiv_CL
Unsupervised
NMT
Language_Model
PDF
2019-11-10
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin
arXiv_CL
arXiv_CL
NMT
PDF
2019-11-10
Translationese as a Language in 'Multilingual' NMT
Parker Riley, Isaac Caswell, Markus Freitag, David Grangier
arXiv_CL
arXiv_CL
Zero-Shot
Pose
NMT
PDF
2019-11-08
How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation?
Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-11-08
Pretrained Language Models for Document-Level Neural Machine Translation
Liangyou Li, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Bert
Regularization
Pose
NMT
Language_Model
PDF
2019-11-08
Domain Robustness in Neural Machine Translation
Mathias Müller, Annette Rios, Rico Sennrich
arXiv_CL
arXiv_CL
Reconstruction
Regularization
Adversarial
NMT
PDF
2019-11-07
SubCharacter Chinese-English Neural Machine Translation with Wubi encoding
Wei Zhang, Feifei Lin, Xiaodong Wang, Zhenshuang Liang, Zhen Huang
arXiv_CL
arXiv_CL
Segmentation
RNN
NMT
PDF
2019-11-07
Low-Resource Machine Translation using Interlinear Glosses
Zhong Zhou, Lori Levin, David R. Mortensen, Alex Waibel
arXiv_CL
arXiv_CL
NMT
PDF
2019-11-07
Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing
Haoming Jiang, Chen Liang, Chong Wang, Tuo Zhao
arXiv_CL
arXiv_CL
Embedding
Knowledge
Pose
NMT
Attention
PDF
2019-11-05
Training Neural Machine Translation Models using Tensor Train Decomposition on TensorFlow
Amelia Drew, Alexander Heinecke
arXiv_CL
arXiv_CL
Optimization
Survey
NMT
PDF
2019-11-04
On Compositionality in Neural Machine Translation
Vikas Raunak, Vaibhav Kumar, Florian Metze, Jaimie Callan
arXiv_CL
arXiv_CL
Pose
Quantitative
NMT
Prediction
PDF
2019-11-01
On the Linguistic Representational Power of Neural Machine Translation Models
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass
arXiv_CL
arXiv_CL
Speech
Quantitative
NMT
PDF
2019-10-31
Pseudolikelihood Reranking with Masked Language Models
Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff
arXiv_CL
arXiv_CL
Bert
Speech
NMT
Inference
Language_Model
PDF
2019-10-31
Document-level Neural Machine Translation with Inter-Sentence Attention
Shu Jiang, Rui Wang, Zuchao Li, Masao Utiyama, Kehai Chen, Eiichiro Sumita, Hai Zhao, Bao-liang Lu
arXiv_CL
arXiv_CL
Transformer
Salient
Pose
NMT
Attention
PDF
2019-10-30
Adapting Multilingual Neural Machine Translation to Unseen Languages
Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Segmentation
Zero-Shot
NMT
PDF
2019-10-30
A Latent Morphology Model for Open-Vocabulary Neural Machine Translation
Duygu Ataman, Wilker Aziz, Alexandra Birch
arXiv_CL
arXiv_CL
Segmentation
Sparse
Pose
Face
NMT
PDF
2019-10-30
Ordering Matters: Word Ordering Aware Unsupervised NMT
Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Denoising
PDF
2019-10-29
Findings of the Third Workshop on Neural Generation and Translation
Hiroaki Hayashi (1), Yusuke Oda (2), Alexandra Birch (3), Ioannis Konstas (4), Andrew Finch (5), Minh-Thang Luong (2), Graham Neubig (1), Katsuhito Sudoh (6) ((1) Carnegie Mellon University, (2) Google Brain, (3) University of Edinburgh, (4) Heriot-Watt University, (5) Apple, (6) Nara Institute of Science and Technology)
arXiv_CL
arXiv_CL
NMT
PDF
2019-10-27
Multitask Learning For Different Subword Segmentations In Neural Machine Translation
Tejas Srinivasan, Ramon Sanabria, Florian Metze
arXiv_CL
arXiv_CL
Segmentation
NMT
PDF
2019-10-24
Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed
Thuong-Hai Pham, Dominik Macháček, Ondřej Bojar
arXiv_CL
arXiv_CL
Transformer
Knowledge
NMT
Attention
PDF
2019-10-23
Controlling the Output Length of Neural Machine Translation
Surafel Melaku Lakew, Mattia Di Gangi, Marcello Federico
arXiv_CL
arXiv_CL
Transformer
Embedding
Knowledge
NMT
PDF
2019-10-22
Robust Neural Machine Translation for Clean and Noisy Speech Transcripts
Mattia Antonino Di Gangi, Robert Enyedi, Alessandra Brusadin, Marcello Federico
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
NMT
Speech_Recognition
PDF
2019-10-18
Controlling Utterance Length in NMT-based Word Segmentation with Attention
Pierre Godard, Laurent Besacier, Francois Yvon
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Boundary_Detection
NMT
Detection
Attention
PDF
2019-10-18
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty
Emma Frejinger, Eric Larsen
arXiv_CL
arXiv_CL
Optimization
NMT
Prediction
PDF
2019-10-15
On the Importance of Word Boundaries in Character-level Neural Machine Translation
Duygu Ataman, Orhan Firat, Mattia A. Di Gangi, Marcello Federico, Alexandra Birch
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-10-12
From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction
Mika Hämäläinen, Simon Hengchen
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Recognition
OCR
Optical_Character
NMT
PDF
2019-10-09
Novel Applications of Factored Neural Machine Translation
Patrick Wilken, Evgeny Matusov
arXiv_CL
arXiv_CL
Pose
NMT
Prediction
PDF
2019-10-07
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation
Zhenhao Li, Lucia Specia
arXiv_CL
arXiv_CL
Speech
Pose
NMT
PDF
2019-10-07
On Leveraging the Visual Modality for Neural Machine Translation
Vikas Raunak, Sang Keun Choe, Quanyang Lu, Yi Xu, Florian Metze
arXiv_CL
arXiv_CL
Embedding
Pose
Quantitative
NMT
Attention
Prediction
PDF
2019-10-07
Overcoming the Rare Word Problem for Low-Resource Language Pairs in Neural Machine Translation
Thi-Vinh Ngo, Thanh-Le Ha, Phuong-Thai Nguyen, Le-Minh Nguyen
arXiv_CL
arXiv_CL
Embedding
Pose
NMT
Relation
Attention
PDF
2019-10-01
Machine Translation for Machines: the Sentiment Classification Use Case
Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Reinforcement_Learning
Sentiment_Classification
Pose
NMT
Classification
Sentiment
PDF
2019-10-01
When and Why is Document-level Context Useful in Neural Machine Translation?
Yunsu Kim, Duc Thanh Tran, Hermann Ney
arXiv_CL
arXiv_CL
NMT
Attention
PDF
2019-09-30
Interrogating the Explanatory Power of Attention in Neural Machine Translation
Pooya Moradi, Nishant Kambhatla, Anoop Sarkar
arXiv_CL
arXiv_CL
NMT
Attention
Prediction
PDF
2019-09-30
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Regularization
Pose
NMT
Deep_Learning
Prediction
PDF
2019-09-27
On the use of BERT for Neural Machine Translation
Stéphane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
arXiv_CL
arXiv_CL
Bert
NMT
PDF
2019-09-26
Selecting Artificially-Generated Sentences for Fine-Tuning Neural Machine Translation
Alberto Poncelas, Andy Way
arXiv_CL
arXiv_CL
NMT
PDF
2019-09-26
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs
Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li
arXiv_CL
arXiv_CL
Pose
NMT
PDF
2019-09-24
Transfer Learning across Languages from Someone Else's NMT Model
Tom Kocmi, Ondřej Bojar
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Pose
NMT
PDF
2019-09-21
Self-attention based end-to-end Hindi-English Neural Machine Translation
Siddhant Srivastava, Ritu Tiwari
arXiv_CL
arXiv_CL
Transformer
Pose
NMT
Attention
PDF
2019-09-20
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages
Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
Relation
PDF
2019-09-18
Simple, Scalable Adaptation for Neural Machine Translation
Ankur Bapna, Naveen Arivazhagan, Orhan Firat
arXiv_CL
arXiv_CL
Pose
Action
NMT
PDF
2019-09-17
Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation
Jetic Gū, Hassan S. Shavarani, Anoop Sarkar
arXiv_CL
arXiv_CL
Pose
Face
NMT
Language_Model
PDF
2019-09-16
Multilingual Neural Machine Translation for Zero-Resource Languages
Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
RNN
Pose
NMT
PDF
2019-09-14
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig
arXiv_CL