Universal Neural Machine Translation for Extremely Low Resource Languages

15 February 2018

Papers citing "Universal Neural Machine Translation for Extremely Low Resource Languages"

41 / 141 papers shown

Title
Language Graph Distillation for Low-Resource Machine Translation Tianyu He Jiale Chen Xu Tan Tao Qin 11 7 0 17 Aug 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 20 22 0 16 Aug 2019
Towards Making the Most of BERT in Neural Machine Translation Jiacheng Yang Mingxuan Wang Hao Zhou Chengqi Zhao Yong Yu Weinan Zhang Lei Li CLL 18 156 0 15 Aug 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation Shuming Ma Pengcheng Yang Tianyu Liu Peng Li Jie Zhou Xu Sun SyDa 19 48 0 08 Aug 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges N. Arivazhagan Ankur Bapna Orhan Firat Dmitry Lepikhin Melvin Johnson ... George F. Foster Colin Cherry Wolfgang Macherey Z. Chen Yonghui Wu 37 423 0 11 Jul 2019
Improving Zero-shot Translation with Language-Independent Constraints Ngoc-Quan Pham Jan Niehues Thanh-Le Ha A. Waibel 31 60 0 20 Jun 2019
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B Jiaming Luo Yuan Cao Regina Barzilay 13 24 0 16 Jun 2019
Generalized Data Augmentation for Low-Resource Translation Mengzhou Xia X. Kong Antonios Anastasopoulos Graham Neubig 18 119 0 10 Jun 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation Xuebo Liu Derek F. Wong Yang Liu Lidia S. Chao Tong Xiao Jingbo Zhu 35 37 0 07 Jun 2019
Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations Jiatao Gu Yong Wang Kyunghyun Cho V. Li 17 106 0 04 Jun 2019
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows Aditya Grover Christopher Chute Rui Shu Zhangjie Cao Stefano Ermon OOD DRL 13 65 0 30 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 18 223 0 28 May 2019
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering Jasdeep Singh Bryan McCann N. Keskar Caiming Xiong R. Socher ELM 8 81 0 27 May 2019
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation Xinyi Wang Graham Neubig 22 26 0 20 May 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies Yunsu Kim Yingbo Gao Hermann Ney VLM 24 88 0 14 May 2019
A Brief Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 21 4 0 14 May 2019
Density Matching for Bilingual Word Embedding Chunting Zhou Xuezhe Ma Di Wang Graham Neubig 20 39 0 04 Apr 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 31 116 0 17 Mar 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 17 482 0 28 Feb 2019
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 20 248 0 27 Feb 2019
Multilingual Neural Machine Translation With Soft Decoupled Encoding Xinyi Wang Hieu H. Pham Philip Arthur Graham Neubig 13 59 0 09 Feb 2019
Towards Neural Machine Translation for African Languages Jade Z. Abbott Laura Martinus 15 20 0 13 Nov 2018
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning Yoonchang Sung Jiawei Wu Da Zhang Yu-Chuan Su Pratap Tokekar 32 38 0 07 Nov 2018
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 21 62 0 03 Nov 2018
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation Xing Niu Weijia Xu Marine Carpuat 19 17 0 02 Nov 2018
Multilingual NMT with a language-independent attention bridge Raúl Vázquez Alessandro Raganato Jörg Tiedemann Mathias Creutz 9 46 0 01 Nov 2018
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages V. Rudra Murthy Anoop Kunchukuttan P. Bhattacharyya 16 42 0 01 Nov 2018
Language-Independent Representor for Neural Machine Translation Long Zhou Yuchen Liu Jiajun Zhang Chengqing Zong Guoping Huang 30 1 0 01 Nov 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 36 20 0 08 Oct 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models Devendra Singh Sachan Graham Neubig MoE 42 114 0 01 Sep 2018
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach Pratik Jawanpuria Arjun Balgovind Anoop Kunchukuttan Bamdev Mishra 22 77 0 27 Aug 2018
Contextual Parameter Generation for Universal Neural Machine Translation Emmanouil Antonios Platanios Mrinmaya Sachan Graham Neubig Tom Michael Mitchell 25 149 0 26 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho V. Li 33 341 0 25 Aug 2018
Rapid Adaptation of Neural Machine Translation to New Languages Graham Neubig Junjie Hu AI4CE 15 208 0 13 Aug 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 24 681 0 20 Apr 2018
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts Siyou Liu Longyue Wang Chao-Hong Liu 18 11 0 05 Apr 2018
Achieving Human Parity on Automatic Chinese to English News Translation Hany Hassan Anthony Aue Chang Chen Vishal Chowdhary Jonathan Clark ... Shuangzhi Wu Yingce Xia Dongdong Zhang Zhirui Zhang Ming Zhou 32 604 0 15 Mar 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 422 11,715 0 09 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 624 0 06 Jan 2016