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"

21 / 71 papers shown

Title
Use of Transformer-Based Models for Word-Level Transliteration of the Book of the Dean of Lismore Edward Gow-Smith Mark McConville W. Gillies Jade Scott R. Maolalaigh AI4CE 29 2 0 23 May 2022
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation Muhammad Umair Nasir Innocent Amos Mchechesi 42 8 0 17 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 19 7 0 14 May 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation David Ifeoluwa Adelani Jesujoba Oluwadara Alabi Angela Fan Julia Kreutzer Xiaoyu Shen ... Ayodele Awokoya Happy Buzaaba Blessing K. Sibanda Andiswa Bukula Sam Manthalu 29 111 0 04 May 2022
Cost-Effective Training in Low-Resource Neural Machine Translation Sai Koneru Danni Liu Jan Niehues 31 1 0 14 Jan 2022
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 34 5 0 12 Nov 2021
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 32 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 134 81 0 06 Aug 2021
Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language Peter Jansen Jordan L. Boyd-Graber 11 0 0 16 Jul 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 136 165 0 24 Oct 2020
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 176 165 0 13 Oct 2020
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 270 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 50 81 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 33 192 0 16 Apr 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,209 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 466 11,715 0 09 Mar 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 624 0 06 Jan 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 317 31,297 0 16 Jan 2013