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"

41 / 91 papers shown

Title
Contextualising Levels of Language Resourcedness affecting Digital Processing of Text R. Barati Reza Safabakhsh 11 1 0 29 Sep 2023
Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation Jiatong Li Rui Li Qi Liu 28 15 0 08 Sep 2023
RoDia: A New Dataset for Romanian Dialect Identification from Speech Codrut Rotaru Nicolae-Cătălin Ristea Radu Tudor Ionescu 14 3 0 06 Sep 2023
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning Tiezhu Sun Weiguo Pian N. Daoudi Kevin Allix Tegawende F. Bissyande Jacques Klein 31 1 0 30 Jul 2023
Unveiling Security, Privacy, and Ethical Concerns of ChatGPT Xiaodong Wu R. Duan Jianbing Ni SILM 38 176 0 26 Jul 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 28 10 0 11 Jun 2023
Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation Shravan Nayak Surangika Ranathunga Sarubi Thillainathan Rikki Hung Anthony Rinaldi Yining Wang Jonah Mackey Andrew Ho E. Lee 21 4 0 02 Jun 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip H. S. Torr Adel Bibi 18 97 0 17 May 2023
Low-Resourced Machine Translation for Senegalese Wolof Language Derguene Mbaye Moussa Diallo T. Diop 24 4 0 01 May 2023
Knowledge Relation Rank Enhanced Heterogeneous Learning Interaction Modeling for Neural Graph Forgetting Knowledge Tracing Linqing Li Zhifeng Wang 19 11 0 08 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 27 247 0 07 Apr 2023
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities A. Tonja Tadesse Destaw Belay Israel Abebe Azime A. Ayele Moges Ahmed Mehamed Olga Kolesnikova Seid Muhie Yimam 14 7 0 25 Mar 2023
An evaluation of Google Translate for Sanskrit to English translation via sentiment and semantic analysis A. Shukla Chaarvi Bansal Sushruth Badhe Mukul Ranjan Rohitash Chandra ELM 21 13 0 28 Feb 2023
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication S. Goldwasser David F. Gruber Adam Tauman Kalai Orr Paradise 18 3 0 20 Nov 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 81 2 0 21 Oct 2022
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World Surangika Ranathunga Nisansa de Silva 42 35 0 16 Oct 2022
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT Mayumi Ohta Julia Kreutzer Stefan Riezler 16 0 0 05 Oct 2022
Finetuning a Kalaallisut-English machine translation system using web-crawled data Alex Jones 20 2 0 05 Jun 2022
Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation Aloka Fernando Surangika Ranathunga 21 6 0 18 May 2022
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen Muhammad Abdul-Mageed 11 7 0 14 May 2022
Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages Bin Li Yixuan Weng Fei Xia Hanjun Deng 22 14 0 09 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation Jonas Belouadi Steffen Eger 31 20 0 21 Feb 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 36 127 0 14 Jan 2022
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 62 73 0 03 Dec 2021
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection M. Shafiee M. Famouri Gautam Bathla Francis Li Alexander Wong 19 3 0 29 Nov 2021
Training Cross-Lingual embeddings for Setswana and Sepedi Mack Makgatho Vukosi Marivate T. Sefara Valencia Wagner AI4TS 16 2 0 11 Nov 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 148 0 01 Sep 2021
Machine Translation of Low-Resource Indo-European Languages Wei-Rui Chen Muhammad Abdul-Mageed 6 3 0 08 Aug 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 199 286 0 23 Oct 2020
A Multilingual View of Unsupervised Machine Translation Xavier Garcia Pierre Foret Thibault Sellam Ankur P. Parikh 44 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 50 79 0 20 Sep 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 144 120 0 05 Sep 2019
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 110 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 31 12 0 08 Jun 2018
Multi-Source Neural Machine Translation with Missing Data Yuta Nishimura Katsuhito Sudoh Graham Neubig Satoshi Nakamura 38 52 0 07 Jun 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 144 119 0 28 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 180 1,635 0 11 Oct 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 259 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 217 623 0 06 Jan 2016