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
WeChat Neural Machine Translation Systems for WMT20 Fandong Meng Jianhao Yan Yijin Liu Yuan Gao Xia Zeng ... Peng Li Ming Chen Jie Zhou Sifan Liu Hao Zhou 50 21 0 01 Oct 2020
BERT for Monolingual and Cross-Lingual Reverse Dictionary Hang Yan Xiaonan Li Xipeng Qiu 11 26 0 30 Sep 2020
Can Automatic Post-Editing Improve NMT? Shamil Chollampatt Raymond Hendy Susanto Liling Tan Ewa Szymańska 6 22 0 30 Sep 2020
Aspects of Terminological and Named Entity Knowledge within Rule-Based Machine Translation Models for Under-Resourced Neural Machine Translation Scenarios Daniel Torregrosa Nivranshu Pasricha Maraim Masoud Bharathi Raja Chakravarthi J. Alonso Noe Casas Mihael Arcan 14 2 0 28 Sep 2020
Stylized Dialogue Response Generation Using Stylized Unpaired Texts Yinhe Zheng Zikai Chen Rongsheng Zhang Shilei Huang Xiaoxi Mao Minlie Huang 22 25 0 27 Sep 2020
BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context Jean-Philippe Corbeil Hadi Abdi Ghadivel 6 27 0 25 Sep 2020
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages Xavier Garcia Aditya Siddhant Orhan Firat Ankur P. Parikh 35 31 0 23 Sep 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness Nathan Ng Kyunghyun Cho Marzyeh Ghassemi 33 145 0 21 Sep 2020
Improving Robustness and Generality of NLP Models Using Disentangled Representations Jiawei Wu Xiaoya Li Xiang Ao Yuxian Meng Fei Wu Jiwei Li OOD DRL 16 11 0 21 Sep 2020
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data Rongsheng Zhang Yinhe Zheng Jianzhi Shao Xiaoxi Mao Yadong Xi Minlie Huang 18 28 0 20 Sep 2020
Softmax Tempering for Training Neural Machine Translation Models Raj Dabre Atsushi Fujita 28 11 0 20 Sep 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 23 72 0 20 Sep 2020
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models Sumanta Bhattacharyya Pedram Rooshenas Subhajit Naskar Simeng Sun Mohit Iyyer Andrew McCallum 37 58 0 20 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 32 71 0 17 Sep 2020
Knowledge Graphs for Multilingual Language Translation and Generation Diego Moussallem 21 1 0 16 Sep 2020
Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT Alexandra Chronopoulou Dario Stojanovski Alexander Fraser 26 33 0 16 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 46 99 0 16 Sep 2020
The Impact of Indirect Machine Translation on Sentiment Classification Alberto Poncelas P. Lohar Andy Way J. Hadley 57 11 0 25 Aug 2020
Learn to Talk via Proactive Knowledge Transfer Qing Sun James Cross 16 0 0 23 Aug 2020
A Survey on Text Simplification Punardeep Sikka Vijay K. Mago 14 31 0 19 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 18 118 0 15 Aug 2020
Approaching Neural Chinese Word Segmentation as a Low-Resource Machine Translation Task Pinzhen Chen Kenneth Heafield VLM 17 1 0 12 Aug 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Brian Thompson Matt Post 31 57 0 11 Aug 2020
The Sockeye 2 Neural Machine Translation Toolkit at AMTA 2020 Tobias Domhan Michael J. Denkowski David Vilar Xing Niu Felix Hieber Kenneth Heafield 16 52 0 11 Aug 2020
Revisiting Low Resource Status of Indian Languages in Machine Translation Jerin Philip Shashank Siripragada Vinay P. Namboodiri C. V. Jawahar 20 27 0 11 Aug 2020
LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition Jin Xu Xu Tan Yi Ren Tao Qin Jian Li Sheng Zhao Tie-Yan Liu VLM 30 90 0 09 Aug 2020
A Multilingual Neural Machine Translation Model for Biomedical Data Alexandre Berard Zae Myung Kim Vassilina Nikoulina Eunjeong Lucy Park Matthias Gallé 33 15 0 06 Aug 2020
Unsupervised Cross-Domain Singing Voice Conversion Adam Polyak Lior Wolf Yossi Adi Yaniv Taigman 28 44 0 06 Aug 2020
A Survey of Orthographic Information in Machine Translation Bharathi Raja Chakravarthi P. Rani Mihael Arcan John P. Mccrae 27 33 0 04 Aug 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer Hwijeen Ahn Jimin Sun Chan Young Park Jungyun Seo 37 26 0 04 Aug 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 38 86 0 31 Jul 2020
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization P. Tardy Louis de Seynes François Hernandez Vincent Nguyen D. Janiszek Yannick Esteve 31 1 0 30 Jul 2020
A Multilingual Parallel Corpora Collection Effort for Indian Languages Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 32 47 0 15 Jul 2020
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences Xiangyu Duan Baijun Ji Hao Jia Min Tan Min Zhang Boxing Chen Weihua Luo Yue Zhang 42 38 0 06 Jul 2020
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina Maxime Meyer S. Goutal 14 18 0 04 Jul 2020
Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment Classification Chetanya Rastogi Nikka Mofid Fang-I Hsiao 39 11 0 02 Jul 2020
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization Sang Michael Xie Tengyu Ma Percy Liang 52 13 0 29 Jun 2020
Uncertainty-aware Self-training for Text Classification with Few Labels Subhabrata Mukherjee Ahmed Hassan Awadallah UQLM 6 43 0 27 Jun 2020
THEaiTRE: Artificial Intelligence to Write a Theatre Play Rudolf Rosa Ondrej Dusek Tom Kocmi David Marevcek Tomáš Musil ... Daniel Hrbek David Kovsvták Martina Kinská Josef Dolevzal Klára Vosecká 35 12 0 25 Jun 2020
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng Lu Jiang Wolfgang Macherey Jacob Eisenstein 42 115 0 21 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 33 73 0 16 Jun 2020
A Generative Model for Joint Natural Language Understanding and Generation Bo-Hsiang Tseng Jianpeng Cheng Yimai Fang David Vandyke 24 22 0 12 Jun 2020
Data Augmentation for Graph Neural Networks Tong Zhao Yozen Liu Leonardo Neves Oliver J. Woodford Meng Jiang Neil Shah GNN 59 408 0 11 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 32 295 0 09 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng Zhang 71 60 0 08 Jun 2020
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 50 409 0 05 Jun 2020
Enhanced back-translation for low resource neural machine translation using self-training Idris Abdulmumin B. Galadanci Abubakar Isa SyDa 18 2 0 04 Jun 2020
Cross-model Back-translated Distillation for Unsupervised Machine Translation Xuan-Phi Nguyen Shafiq Joty Thanh-Tung Nguyen Wu Kui Ai Ti Aw 32 14 0 03 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 146 40,526 0 28 May 2020
Simplify-then-Translate: Automatic Preprocessing for Black-Box Machine Translation Sneha Mehta Bahareh Azarnoush Boris Chen Avneesh Singh Saluja Vinith Misra Ballav Bihani Ritwik K. Kumar 31 17 0 22 May 2020