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"

50 / 69 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
Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole Jacqueline Rowe Edward Gow-Smith Mark Hepple 33 0 0 03 Apr 2025
New Trends for Modern Machine Translation with Large Reasoning Models Sinuo Liu Chenyang Lyu M. Wu Longyue Wang Weihua Luo Kaifu Zhang Zifu Shang LRM 55 2 0 13 Mar 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 41 0 0 06 Mar 2025
Connecting the Persian-speaking World through Transliteration Rayyan Merchant Akhilesh Kakolu Ramarao Kevin Tang 33 0 0 27 Feb 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 37 0 0 27 Feb 2025
Dialectal and Low-Resource Machine Translation for Aromanian Alexandru-Iulius Jerpelea Alina-Ştefania Rădoi Sergiu Nisioi 23 1 0 08 Jan 2025
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 67 0 0 18 Dec 2024
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
SPRING Lab IITM's submission to Low Resource Indic Language Translation Shared Task Hamees Sayed Advait Joglekar Srinivasan Umesh 25 1 0 01 Nov 2024
Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin Samuel Frontull Georg Moser 20 2 0 11 Jul 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study Aniruddha Roy Pretam Ray Ayush Maheshwari Sudeshna Sarkar Pawan Goyal 18 1 0 09 Jul 2024
Language Portability Strategies for Open-domain Dialogue with Pre-trained Language Models from High to Low Resource Languages Ahmed Njifenjou Virgile Sucal Bassam Jabaian Fabrice Lefèvre 24 0 0 01 Jul 2024
Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation Yasmin Moslem SyDa 41 2 0 25 Jun 2024
Lexically Grounded Subword Segmentation Jindřich Libovický Jindřich Helcl 28 1 0 19 Jun 2024
Low-Resource Machine Translation through the Lens of Personalized Federated Learning Viktor Moskvoretskii N. Tupitsa Chris Biemann Samuel Horváth Eduard A. Gorbunov Irina Nikishina FedML 26 0 0 18 Jun 2024
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation Ziyu Wang Chris Holmes UQLM 45 4 0 07 Jun 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 31 1 0 10 May 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 35 4 0 24 Apr 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language Raphael Merx Aso Mahmudi Katrina Langford Leo Alberto de Araujo Ekaterina Vylomova 32 5 0 07 Apr 2024
CMULAB: An Open-Source Framework for Training and Deployment of Natural Language Processing Models Zaid A. W. Sheikh Antonios Anastasopoulos Shruti Rijhwani Lindia Tjuatja Robbie Jimerson Graham Neubig 16 1 0 03 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 68 24 0 01 Apr 2024
The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation Nicolas Guerin Shane Steinert-Threlkeld Emmanuel Chemla 25 1 0 26 Mar 2024
Pointer-Generator Networks for Low-Resource Machine Translation: Don't Copy That! Niyati Bafna Philipp Koehn David Yarowsky 19 1 0 16 Mar 2024
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation Ali Naseh Sai Vallurupalli LRM 24 2 0 20 Feb 2024
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization Yasaman Jafari Dheeraj Mekala Rose Yu Taylor Berg-Kirkpatrick 36 7 0 18 Feb 2024
Sentiment Analysis in Digital Spaces: An Overview of Reviews L. Ayravainen Joanne Hinds Brittany I. Davidson 22 0 0 30 Oct 2023
PuoBERTa: Training and evaluation of a curated language model for Setswana Vukosi Marivate Moseli Motsóehli Valencia Wagner Richard Lastrucci Isheanesu Dzingirai 22 8 0 13 Oct 2023
Sheffield's Submission to the AmericasNLP Shared Task on Machine Translation into Indigenous Languages Edward Gow-Smith Danae Sánchez Villegas 17 9 0 16 Jun 2023
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction Manuel Mager Rajat Bhatnagar Graham Neubig Ngoc Thang Vu Katharina Kann 23 9 0 11 Jun 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models A. Tonja H. Nigatu Olga Kolesnikova Grigori Sidorov Alexander Gelbukh Jugal Kalita 18 4 0 27 May 2023
Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models Ratish Puduppully Anoop Kunchukuttan Raj Dabre A. Aw Nancy F. Chen VLM 34 0 0 22 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 22 38 0 19 May 2023
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models Chenyang Lyu Zefeng Du Jitao Xu Yitao Duan Minghao Wu Teresa Lynn Alham Fikri Aji Derek F. Wong Siyou Liu Longyue Wang 41 25 0 02 May 2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale Bryan Li Chris Callison-Burch 16 6 0 24 Apr 2023
On the Pareto Front of Multilingual Neural Machine Translation Liang Chen Shuming Ma Dongdong Zhang Furu Wei Baobao Chang MoE 18 5 0 06 Apr 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 25 44 0 20 Dec 2022
Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? Ajay Patel Nicholas Andrews Chris Callison-Burch 30 6 0 18 Dec 2022
Implementation of general formal translators Iosif Iulian Petrila AI4CE 33 2 0 16 Dec 2022
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 22 2 0 14 Nov 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 16 20 0 20 Oct 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 21 6 0 19 Oct 2022
Improving Multilingual Neural Machine Translation System for Indic Languages Sudhansu Bala Das Atharv Biradar Tapas Kumar Mishra B. Patra 10 29 0 27 Sep 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 8 16 0 11 Aug 2022
Learning to translate by learning to communicate C.M. Downey Xuhui Zhou Leo Z. Liu Shane Steinert-Threlkeld 13 5 0 14 Jul 2022
Finetuning a Kalaallisut-English machine translation system using web-crawled data Alex Jones 13 2 0 05 Jun 2022
Exploring Diversity in Back Translation for Low-Resource Machine Translation Laurie Burchell Alexandra Birch Kenneth Heafield 14 15 0 01 Jun 2022
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 6 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 32 8 0 17 May 2022