Survey of Low-Resource Machine Translation

1 September 2021

Barry Haddow

Rachel Bawden

Antonio Valerio Miceli Barone

Papers citing "Survey of Low-Resource Machine Translation"

23 / 23 papers shown

Title
Bemba Speech Translation: Exploring a Low-Resource African Language Muhammad Hazim Al Farouq Aman Kassahun Wassie Yasmin Moslem 34 0 0 05 May 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 39 0 0 06 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 37 0 0 27 Feb 2025
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service Raphael Merx Hanna Suominen Adérito José Guterres Correia Trevor Cohn 65 1 0 19 Nov 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 114 22 0 20 May 2024
The Ghanaian NLP Landscape: A First Look Sheriff Issaka Zhaoyi Zhang Mihir Heda Keyi Wang Yinka Ajibola Ryan DeMar Xuefeng Du 28 1 0 10 May 2024
Sheffield's Submission to the AmericasNLP Shared Task on Machine Translation into Indigenous Languages Edward Gow-Smith Danae Sánchez Villegas 12 9 0 16 Jun 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 22 44 0 20 Dec 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 16 6 0 19 Oct 2022
The NiuTrans Machine Translation Systems for WMT21 Yuhao Zhang Tao Zhou Bin Wei Runzhe Cao Yongyu Mu ... Weiqiao Shan Yinqiao Li Bei Li Tong Xiao Jingbo Zhu 17 17 0 22 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 124 80 0 06 Aug 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 106 165 0 24 Oct 2020
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 160 163 0 13 Oct 2020
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 236 252 0 30 Sep 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 42 79 0 20 Sep 2019
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task Marcin Junczys-Dowmunt Roman Grundkiewicz Shubha Guha Kenneth Heafield 33 190 0 16 Apr 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 43 185 0 14 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 158 1,630 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,202 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 254 1,893 0 10 Jan 2017
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
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013