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
Semi-Supervised Few-Shot Intent Classification and Slot Filling S. Basu Karine lp Kiun Chong Amr Sharaf Alex Fischer Vishal Rohra Michael Amoake Hazem El-Hammamy Ehimwenma Nosakhare Vijay Ramani Benjamin Han VLM 32 6 0 17 Sep 2021
Back-translation for Large-Scale Multilingual Machine Translation Baohao Liao Shahram Khadivi Sanjika Hewavitharana 43 16 0 17 Sep 2021
Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization Ahmed Magooda Diane Litman 45 5 0 17 Sep 2021
Improving Neural Machine Translation by Bidirectional Training Liang Ding Di Wu Dacheng Tao 29 30 0 16 Sep 2021
Scaling Laws for Neural Machine Translation Behrooz Ghorbani Orhan Firat Markus Freitag Ankur Bapna M. Krikun Xavier Garcia Ciprian Chelba Colin Cherry 40 99 0 16 Sep 2021
LM-Critic: Language Models for Unsupervised Grammatical Error Correction Michihiro Yasunaga J. Leskovec Percy Liang 19 50 0 14 Sep 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 70 25 0 14 Sep 2021
Learning Bill Similarity with Annotated and Augmented Corpora of Bills Jiseon Kim Elden Griggs In Song Kim Alice Oh AILaw 20 5 0 14 Sep 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 131 61 0 13 Sep 2021
Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information Yong-keun Hwang Hyungu Yun Kyomin Jung 33 11 0 13 Sep 2021
Good-Enough Example Extrapolation Jason W. Wei 27 5 0 12 Sep 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training Yu Meng Yunyi Zhang Jiaxin Huang Xuan Wang Yu Zhang Heng Ji Jiawei Han 49 70 0 10 Sep 2021
Improving Multilingual Translation by Representation and Gradient Regularization Yilin Yang Akiko Eriguchi Alexandre Muzio Prasad Tadepalli Stefan Lee Hany Hassan 47 41 0 10 Sep 2021
Counterfactual Adversarial Learning with Representation Interpolation Wen Wang Wei Ping Ning Shi Jinfeng Li Bingyu Zhu Xiangyu Liu Rongxin Zhang AAML OOD CML 26 2 0 10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation Haoran Xu Benjamin Van Durme Kenton W. Murray 50 57 0 09 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 48 8 0 09 Sep 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels Shujian Zhang Chengyue Gong Eunsol Choi 34 32 0 09 Sep 2021
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Thuy-Trang Vu Xuanli He D.Q. Phung Gholamreza Haffari 40 10 0 09 Sep 2021
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models Jiaoda Li Duygu Ataman Rico Sennrich 23 28 0 08 Sep 2021
Don't Go Far Off: An Empirical Study on Neural Poetry Translation Tuhin Chakrabarty Arkadiy Saakyan Smaranda Muresan 19 16 0 07 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Fei Wu Jiwei Li Chun Fan LRM 22 5 0 07 Sep 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 19 13 0 06 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 47 150 0 01 Sep 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer Yuxian Meng Xiang Ao Qing He Xiaofei Sun Qinghong Han Fei Wu Chun Fan Jiwei Li 26 25 0 01 Sep 2021
Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification Shuhuai Ren Jinchao Zhang Lei Li Xu Sun Jie Zhou 38 31 0 01 Sep 2021
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages Xinyu Lu Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 33 19 0 01 Sep 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER Ran Zhou Xin Li Ruidan He Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 39 95 0 31 Aug 2021
AEDA: An Easier Data Augmentation Technique for Text Classification Akbar Karimi L. Rossi Andrea Prati 32 151 0 30 Aug 2021
Layer-wise Model Pruning based on Mutual Information Chun Fan Jiwei Li Xiang Ao Fei Wu Yuxian Meng Xiaofei Sun 48 19 0 28 Aug 2021
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang 25 6 0 26 Aug 2021
Language Model Augmented Relevance Score Ruibo Liu Jason W. Wei Soroush Vosoughi 30 10 0 19 Aug 2021
Active Learning for Massively Parallel Translation of Constrained Text into Low Resource Languages Zhong Zhou A. Waibel 14 5 0 16 Aug 2021
A Single Example Can Improve Zero-Shot Data Generation Pavel Burnyshev Valentin Malykh A. Bout Ekaterina Artemova Irina Piontkovskaya 18 3 0 16 Aug 2021
Findings of the LoResMT 2021 Shared Task on COVID and Sign Language for Low-resource Languages Atul Kr. Ojha Chao-Hong Liu Katharina Kann John E. Ortega Sheetal Shatam Theodorus Fransen 27 15 0 14 Aug 2021
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Jing Zhou Yanan Zheng Jie Tang Jian Li Zhilin Yang VLM 30 76 0 13 Aug 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 2021
WeChat Neural Machine Translation Systems for WMT21 Xianfeng Zeng Yanjun Liu Ernan Li Qiu Ran Fandong Meng Peng Li Jinan Xu Jie Zhou 25 20 0 05 Aug 2021
Missingness Augmentation: A General Approach for Improving Generative Imputation Models Yufeng Wang Dan Li Cong Xu Min Yang 30 4 0 31 Jul 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 29 21 0 30 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 85 3,858 0 28 Jul 2021
The USYD-JD Speech Translation System for IWSLT 2021 Liang Ding Di Wu Dacheng Tao 37 16 0 24 Jul 2021
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 37 18 0 23 Jul 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Junghoon Lee Jounghee Kim Pilsung Kang VLM 19 5 0 22 Jul 2021
Paraphrasing via Ranking Many Candidates Joosung Lee 11 1 0 20 Jul 2021
Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages Dana Ruiter Dietrich Klakow Josef van Genabith C. España-Bonet 31 9 0 19 Jul 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text Ishan Tarunesh Syamantak Kumar Preethi Jyothi 49 45 0 14 Jul 2021
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 AAML SILM 19 33 0 12 Jul 2021
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution George Michalopoulos I. McKillop Alexander Wong Helen H. Chen 77 19 0 11 Jul 2021
Using Machine Translation to Localize Task Oriented NLG Output Scott Roy Clifford Brunk Kyu-Young Kim Justin Zhao Markus Freitag Mihir Kale G. Bansal Sidharth Mudgal Chris Varano 25 1 0 09 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 43 58 0 09 Jul 2021