Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation

11 August 2022

Muhammad N. ElNokrashy

Papers citing "Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation"

24 / 24 papers shown

Title
Improving Multilingual Translation by Representation and Gradient Regularization Yilin Yang Akiko Eriguchi Alexandre Muzio Prasad Tadepalli Stefan Lee Hany Hassan 72 41 0 10 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 182 82 0 06 Aug 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 99 587 0 06 Jun 2021
Learning Language Specific Sub-network for Multilingual Machine Translation Zehui Lin Liwei Wu Mingxuan Wang Lei Li 56 82 0 19 May 2021
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation Annette Rios Gonzales Mathias Müller Rico Sennrich 39 19 0 03 Nov 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 82 856 0 21 Oct 2020
Complete Multilingual Neural Machine Translation Markus Freitag Orhan Firat 61 44 0 20 Oct 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 120 1,096 0 18 Sep 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 85 139 0 18 Jun 2020
Balancing Training for Multilingual Neural Machine Translation Xinyi Wang Yulia Tsvetkov Graham Neubig 100 101 0 14 Apr 2020
On Layer Normalization in the Transformer Architecture Ruibin Xiong Yunchang Yang Di He Kai Zheng Shuxin Zheng Chen Xing Huishuai Zhang Yanyan Lan Liwei Wang Tie-Yan Liu AI4CE 142 995 0 12 Feb 2020
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB Holger Schwenk Guillaume Wenzek Sergey Edunov Edouard Grave Armand Joulin 91 261 0 10 Nov 2019
CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky Vishrav Chaudhary Francisco Guzman Philipp Koehn 97 199 0 10 Nov 2019
Simple, Scalable Adaptation for Neural Machine Translation Ankur Bapna N. Arivazhagan Orhan Firat AI4CE 113 417 0 18 Sep 2019
On the Variance of the Adaptive Learning Rate and Beyond Liyuan Liu Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao Jiawei Han ODL 289 1,906 0 08 Aug 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 81 117 0 17 Mar 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 85 489 0 28 Feb 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 201 3,526 0 19 Aug 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 175 2,994 0 23 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 73 606 0 15 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder Thanh-Le Ha Jan Niehues A. Waibel AI4CE 80 291 0 15 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 122 2,096 0 14 Nov 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 177 4,630 0 06 Jul 2016