Neural Machine Translation for Low-Resource Languages: A Survey

29 June 2021

Surangika Ranathunga

E. Lee

Marjana Prifti Skenduli

Papers citing "Neural Machine Translation for Low-Resource Languages: A Survey"

33 / 33 papers shown

Title
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 42 0 0 27 Mar 2025
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 49 0 0 21 Feb 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 68 0 0 04 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 76 148 0 28 Jan 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
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 35 0 0 07 Nov 2024
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation Riccardo Cantini Giada Cosenza A. Orsino Domenico Talia AAML 42 5 0 11 Jul 2024
Enhancing Language Learning through Technology: Introducing a New English-Azerbaijani (Arabic Script) Parallel Corpus Jalil Nourmohammadi-Khiarak Ammar Ahmadi Taher Ak-bari Saeed M. Asgari-Chenaghlu Togrul Atabay Mohammad Reza Baghban Karimi Ismail Ceferli Farzad Hasanvand Seyed Mahboub Mousavi M. Noshad 31 1 0 06 Jul 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Yingwei Pan Ting Yao Jiaxin Mao Shaoping Ma Tao Mei EGVM 19 4 0 28 Jun 2024
Datasets for Multilingual Answer Sentence Selection Matteo Gabburo S. Campese Federico Agostini Alessandro Moschitti 20 0 0 14 Jun 2024
The Ghanaian NLP Landscape: A First Look Sheriff Issaka Zhaoyi Zhang Mihir Heda Keyi Wang Yinka Ajibola Ryan DeMar Xuefeng Du 25 1 0 10 May 2024
EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation Yuqiao Wen Behzad Shayegh Chenyang Huang Yanshuai Cao Lili Mou 37 4 0 29 Feb 2024
Content-Localization based Neural Machine Translation for Informal Dialectal Arabic: Spanish/French to Levantine/Gulf Arabic Fatimah Alzamzami Abdulmotaleb El Saddik 13 0 0 12 Dec 2023
Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation Jiatong Li Rui Li Qi Liu 16 14 0 08 Sep 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip H. S. Torr Adel Bibi 16 96 0 17 May 2023
Low-Resourced Machine Translation for Senegalese Wolof Language Derguene Mbaye Moussa Diallo T. Diop 14 4 0 01 May 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 10 244 0 07 Apr 2023
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 71 2 0 21 Oct 2022
Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation Aloka Fernando Surangika Ranathunga 13 6 0 18 May 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 14 14 0 09 Apr 2022
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 41 72 0 03 Dec 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 191 283 0 23 Oct 2020
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 20 37 0 07 Feb 2020
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages Yunsu Kim P. Petrov Pavel Petrushkov Shahram Khadivi Hermann Ney LRM 36 79 0 20 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 136 116 0 05 Sep 2019
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 102 39 0 12 Jun 2018
Findings of the Second Workshop on Neural Machine Translation and Generation Alexandra Birch A. Finch Minh-Thang Luong Graham Neubig Yusuke Oda DRL 20 12 0 08 Jun 2018
Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura Katsuhito Sudoh Graham Neubig Satoshi Nakamura 25 52 0 07 Jun 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 138 110 0 28 May 2018
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 205 1,202 0 12 Jun 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 203 622 0 06 Jan 2016