Improving Neural Machine Translation Models with Monolingual Data

20 November 2015

Papers citing "Improving Neural Machine Translation Models with Monolingual Data"

50 / 1,201 papers shown

Title
Learning Data Manipulation for Augmentation and Weighting Zhiting Hu Bowen Tan Ruslan Salakhutdinov Tom Michael Mitchell Eric Xing 29 116 0 28 Oct 2019
Facebook AI's WAT19 Myanmar-English Translation Task Submission Peng-Jen Chen Jiajun Shen Matt Le Vishrav Chaudhary Ahmed El-Kishky Guillaume Wenzek Myle Ott MarcÁurelio Ranzato 25 29 0 15 Oct 2019
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Yi-Ling Chung E. Kuzmenko Serra Sinem Tekiroğlu Marco Guerini 11 207 0 08 Oct 2019
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Zhenhao Li Lucia Specia 6 39 0 07 Oct 2019
Domain Differential Adaptation for Neural Machine Translation Zi-Yi Dou Xinyi Wang Junjie Hu Graham Neubig 31 17 0 07 Oct 2019
Better Document-Level Machine Translation with Bayes' Rule Lei Yu Laurent Sartran Wojciech Stokowiec Wang Ling Lingpeng Kong Phil Blunsom Chris Dyer 27 7 0 01 Oct 2019
A Survey of Methods to Leverage Monolingual Data in Low-resource Neural Machine Translation I. Gibadullin Aidar Valeev A. Khusainova Adil Khan 11 14 0 01 Oct 2019
Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair Aidar Valeev I. Gibadullin A. Khusainova Adil Khan VLM 13 11 0 01 Oct 2019
Multilingual End-to-End Speech Translation Hirofumi Inaguma Kevin Duh Tatsuya Kawahara Shinji Watanabe LRM 39 86 0 01 Oct 2019
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 270 0 30 Sep 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 38 0 0 30 Sep 2019
Controllable Data Synthesis Method for Grammatical Error Correction Liner Yang Chencheng Wang Yuxiang Chen Yongping Du Erhong Yang 21 17 0 29 Sep 2019
The Source-Target Domain Mismatch Problem in Machine Translation Jiajun Shen Peng-Jen Chen Matt Le Junxian He Jiatao Gu Myle Ott Michael Auli MarcÁurelio Ranzato 10 25 0 28 Sep 2019
Attention-based method for categorizing different types of online harassment language Christos Karatsalos Yannis Panagiotakis 11 5 0 28 Sep 2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks Tong Niu Joey Tianyi Zhou 26 39 0 27 Sep 2019
On the use of BERT for Neural Machine Translation S. Clinchant K. Jung Vassilina Nikoulina 27 89 0 27 Sep 2019
Selecting Artificially-Generated Sentences for Fine-Tuning Neural Machine Translation Alberto Poncelas Andy Way 22 10 0 26 Sep 2019
Low-Resource Response Generation with Template Prior Ze Yang Wei Wu Jian Yang Can Xu Zhoujun Li 28 18 0 26 Sep 2019
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 AIMat AI4CE 17 8 0 26 Sep 2019
Semi-supervised Text Style Transfer: Cross Projection in Latent Space Mingyue Shang Piji Li Zhenxin Fu Lidong Bing Dongyan Zhao Shuming Shi Rui Yan 25 47 0 25 Sep 2019
Efficiently Reusing Old Models Across Languages via Transfer Learning Tom Kocmi Ondrej Bojar 11 6 0 24 Sep 2019
Self-attention based end-to-end Hindi-English Neural Machine Translation Siddhant Srivastava Ritu Tiwari 14 2 0 21 Sep 2019
Improved Variational Neural Machine Translation by Promoting Mutual Information Arya D. McCarthy Xian Li Jiatao Gu Ning Dong DRL 24 7 0 19 Sep 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 27 231 0 19 Sep 2019
A Corpus for Automatic Readability Assessment and Text Simplification of German A. Battisti Sarah Ebling 26 30 0 19 Sep 2019
Large-scale representation learning from visually grounded untranscribed speech Gabriel Ilharco Yuan Zhang Jason Baldridge SSL 27 60 0 19 Sep 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 56 408 0 18 Sep 2019
Multilingual Neural Machine Translation for Zero-Resource Languages Surafel Melaku Lakew Marcello Federico Mattia Antonino Di Gangi Marco Turchi 36 15 0 16 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 19 21 0 14 Sep 2019
Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade J. Pino Liezl Puzon Jiatao Gu Xutai Ma Arya D. McCarthy D. Gopinath 23 3 0 14 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 Sep 2019
A Neural Approach to Irony Generation Mengdi Zhu Zhiwei Yu Xiaojun Wan 27 8 0 13 Sep 2019
Neural Machine Translation with 4-Bit Precision and Beyond Alham Fikri Aji Kenneth Heafield MQ 10 7 0 13 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun 27 19 0 13 Sep 2019
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning Yibo Sun Duyu Tang Nan Duan Yeyun Gong Xiaocheng Feng Bing Qin Daxin Jiang NAI MedIm 13 25 0 12 Sep 2019
Dynamic Fusion: Attentional Language Model for Neural Machine Translation Michiki Kurosawa Mamoru Komachi 24 0 0 11 Sep 2019
Combining SMT and NMT Back-Translated Data for Efficient NMT Alberto Poncelas Maja Popovic D. Shterionov Gideon Maillette de Buy Wenniger Andy Way MoE 14 19 0 09 Sep 2019
Context-Aware Monolingual Repair for Neural Machine Translation Elena Voita Rico Sennrich Ivan Titov 15 98 0 03 Sep 2019
Duality Regularization for Unsupervised Bilingual Lexicon Induction Xuefeng Bai Yue Zhang Hailong Cao Tiejun Zhao 35 2 0 03 Sep 2019
Hybrid Data-Model Parallel Training for Sequence-to-Sequence Recurrent Neural Network Machine Translation Junya Ono Masao Utiyama Eiichiro Sumita AIMat AI4CE 19 7 0 02 Sep 2019
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction Shun Kiyono Jun Suzuki Masato Mita Tomoya Mizumoto Kentaro Inui 35 147 0 02 Sep 2019
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation Shuo Ren Yu-Huan Wu Shujie Liu M. Zhou Shuai Ma 13 42 0 31 Aug 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation Shuo Wang Yang Liu Chao Wang Huanbo Luan Maosong Sun UQLM 45 81 0 31 Aug 2019
Handling Syntactic Divergence in Low-resource Machine Translation Chunting Zhou Xuezhe Ma Junjie Hu Graham Neubig 17 25 0 30 Aug 2019
Latent Part-of-Speech Sequences for Neural Machine Translation Xuewen Yang Yingru Liu Dongliang Xie Xin Wang Niranjan Balasubramanian 11 16 0 30 Aug 2019
Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors Jeffrey Cheng Chris Callison-Burch 11 1 0 30 Aug 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang Ye Tian Jiquan Ngiam Yinfei Yang Isaac Caswell Zarana Parekh 30 39 0 28 Aug 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings Zi-Yi Dou Junjie Hu Antonios Anastasopoulos Graham Neubig 6 31 0 27 Aug 2019
Revisiting Simple Domain Adaptation Methods in Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Tiejun Zhao Chenhui Chu 14 1 0 26 Aug 2019
Domain Adaptive Text Style Transfer Dianqi Li Yizhe Zhang Zhe Gan Yu Cheng Chris Brockett Ming-Ting Sun W. Dolan OOD 31 55 0 25 Aug 2019