Multilingual Denoising Pre-training for Neural Machine Translation

22 January 2020

Yinhan Liu

Jiatao Gu

Naman Goyal

Xian Li

Sergey Edunov

Luke Zettlemoyer

Papers citing "Multilingual Denoising Pre-training for Neural Machine Translation"

33 / 933 papers shown

Title
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 37 171 0 21 Aug 2020
Don't Change Me! User-Controllable Selective Paraphrase Generation Mohan Zhang Luchen Tan Zhengkai Tu Zihang Fu Kun Xiong Ming Li Jimmy J. Lin 19 0 0 21 Aug 2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning Y. Tang C. Tran Xian Li Peng-Jen Chen Naman Goyal Vishrav Chaudhary Jiatao Gu Angela Fan CLL 49 445 0 02 Aug 2020
On Learning Universal Representations Across Languages Xiangpeng Wei Rongxiang Weng Yue Hu Luxi Xing Heng Yu Weihua Luo SSL VLM 33 85 0 31 Jul 2020
Advances of Transformer-Based Models for News Headline Generation Alexey Bukhtiyarov I. Gusev VLM 19 21 0 09 Jul 2020
Pre-training via Paraphrasing M. Lewis Marjan Ghazvininejad Gargi Ghosh Armen Aghajanyan Sida I. Wang Luke Zettlemoyer AIMat 22 158 0 26 Jun 2020
Dataset for Automatic Summarization of Russian News I. Gusev 19 24 0 19 Jun 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 38 134 0 18 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training C. Tran Y. Tang Xian Li Jiatao Gu RALM 28 72 0 16 Jun 2020
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training Minheng Ni Haoyang Huang Lin Su Edward Cui Taroon Bharti Lijuan Wang Jianfeng Gao Dongdong Zhang Nan Duan 26 7 0 04 Jun 2020
Cross-model Back-translated Distillation for Unsupervised Machine Translation Xuan-Phi Nguyen Chenyu You Thanh-Tung Nguyen Wu Kui A. Aw 24 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 41 40,200 0 28 May 2020
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model Satoru Katsumata Mamoru Komachi 25 53 0 24 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases Louis Martin Angela Fan Eric Villemonte de la Clergerie Antoine Bordes Benoît Sagot 20 36 0 01 May 2020
A Call for More Rigor in Unsupervised Cross-lingual Learning Mikel Artetxe Sebastian Ruder Dani Yogatama Gorka Labaka Eneko Agirre 16 72 0 30 Apr 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation Asa Cooper Stickland Xian Li Marjan Ghazvininejad 31 44 0 30 Apr 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson Matt Post LRM 13 188 0 30 Apr 2020
When and Why is Unsupervised Neural Machine Translation Useless? Yunsu Kim Miguel Graça Hermann Ney SSL 25 70 0 22 Apr 2020
When Does Unsupervised Machine Translation Work? Kelly Marchisio Kevin Duh Philipp Koehn LRM 19 75 0 12 Apr 2020
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation Dana Ruiter Josef van Genabith C. España-Bonet SSL 21 3 0 07 Apr 2020
Reference Language based Unsupervised Neural Machine Translation Z. Li Hai Zhao Rui Wang Masao Utiyama Eiichiro Sumita 4 27 0 05 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 45 57 0 17 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation Mikel Artetxe Gorka Labaka Noe Casas Eneko Agirre LRM 29 5 0 28 Feb 2020
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 46 37 0 07 Feb 2020
A Survey on Document-level Neural Machine Translation: Methods and Evaluation Sameen Maruf Fahimeh Saleh Gholamreza Haffari AI4TS 25 23 0 18 Dec 2019
Two-Headed Monster And Crossed Co-Attention Networks Yaoyiran Li Jing Jiang 24 0 0 10 Nov 2019
Scrambled Translation Problem: A Problem of Denoising UNMT Tamali Banerjee V. Rudra Murthy P. Bhattacharya 11 0 0 30 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019
Survey on Publicly Available Sinhala Natural Language Processing Tools and Research Nisansa de Silva 25 43 0 05 Jun 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 231 623 0 06 Jan 2016