Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning

9 January 2022

Papers citing "Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning"

24 / 24 papers shown

Title
LLM Augmented LLMs: Expanding Capabilities through Composition Rachit Bansal Bidisha Samanta Siddharth Dalmia Nitish Gupta Shikhar Vashishth Sriram Ganapathy Abhishek Bapna Prateek Jain Partha P. Talukdar CLL 15 34 0 04 Jan 2024
ChatGPT MT: Competitive for High- (but not Low-) Resource Languages Nathaniel R. Robinson Perez Ogayo David R. Mortensen Graham Neubig 13 29 0 14 Sep 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset Sneha Kudugunta Isaac Caswell Biao Zhang Xavier Garcia Christopher A. Choquette-Choo ... Derrick Xin Aditya Kusupati Romi Stella Ankur Bapna Orhan Firat 53 117 0 09 Sep 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models A. Tonja H. Nigatu Olga Kolesnikova Grigori Sidorov Alexander Gelbukh Jugal Kalita 16 4 0 27 May 2023
Towards Higher Pareto Frontier in Multilingual Machine Translation Yi-Chong Huang Xiaocheng Feng Xinwei Geng Baohang Li Bing Qin 28 9 0 25 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 25 2 0 23 May 2023
Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation Wen Lai Alexandra Chronopoulou Alexander M. Fraser 25 4 0 22 May 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 29 95 0 20 May 2023
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages Kaushal Kumar Maurya Rahul Kejriwal M. Desarkar Anoop Kunchukuttan 23 1 0 09 May 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 13 139 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 16 8 0 27 Mar 2023
Language-Aware Multilingual Machine Translation with Self-Supervised Learning Haoran Xu Jean Maillard Vedanuj Goswami LRM 24 3 0 10 Feb 2023
Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation Arturo Oncevay Kervy Rivas Rojas Liz Karen Chavez Sanchez Roberto Zariquiey 13 0 0 05 Oct 2022
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation Parker Riley Timothy Dozat Jan A. Botha Xavier Garcia Dan Garrette Jason Riesa Orhan Firat Noah Constant 16 18 0 01 Oct 2022
Rethinking Round-Trip Translation for Machine Translation Evaluation Terry Yue Zhuo Qiongkai Xu Xuanli He Trevor Cohn LRM 14 2 0 15 Sep 2022
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-Translation Bryan Li Mohammad Sadegh Rasooli Ajay Patel Chris Callison-Burch 26 4 0 06 Sep 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages Kevin Heffernan Onur cCelebi Holger Schwenk 20 53 0 25 May 2022
Building Machine Translation Systems for the Next Thousand Languages Ankur Bapna Isaac Caswell Julia Kreutzer Orhan Firat D. Esch ... Apurva Shah Yanping Huang Z. Chen Yonghui Wu Macduff Hughes 49 98 0 09 May 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? Ishani Mondal Kabir Ahuja Mohit Jain Jacki O Neil Kalika Bali Monojit Choudhury ELM LM&MA 11 4 0 06 Apr 2022
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 25 233 0 29 Jun 2021
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 33 37 0 07 Feb 2020
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 136 120 0 05 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 206 622 0 06 Jan 2016