Survey of Low-Resource Machine Translation

Survey of Low-Resource Machine Translation

1 September 2021

Antonio Valerio Miceli Barone

Jindvrich Helcl

Alexandra Birch

Papers citing "Survey of Low-Resource Machine Translation"

19 / 69 papers shown

Title
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 11 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 13 110 0 04 May 2022
Cost-Effective Training in Low-Resource Neural Machine Translation Sai Koneru Danni Liu J. Niehues 16 1 0 14 Jan 2022
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 12 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 25 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 80 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 119 165 0 24 Oct 2020
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 160 164 0 13 Oct 2020
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 242 269 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 165 1,630 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,205 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 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 1,895 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 31,150 0 16 Jan 2013