Low-resource Languages: A Review of Past Work and Future Challenges

12 June 2020

Papers citing "Low-resource Languages: A Review of Past Work and Future Challenges"

50 / 59 papers shown

Title
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Faiza Hassan Summra Saleem Kashif Javed Muhammad Nabeel Asim A. Rehman Andreas Dengel 33 0 0 08 May 2025
Overcoming Data Scarcity in Generative Language Modelling for Low-Resource Languages: A Systematic Review Josh McGiff Nikola S. Nikolov 50 0 0 07 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 168 0 0 02 May 2025
Better To Ask in English? Evaluating Factual Accuracy of Multilingual LLMs in English and Low-Resource Languages Pritika Rohera Chaitrali Ginimav Gayatri Sawant Raviraj Joshi 24 0 0 28 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 44 0 0 27 Mar 2025
ParsiPy: NLP Toolkit for Historical Persian Texts in Python Farhan Farsi Parnian Fazel Sepand Haghighi Sadra Sabouri Farzaneh Goshtasb Nadia Hajipour Ehsaneddin Asgari Hossein Sameti 41 0 0 22 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 184 0 0 14 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 44 0 0 27 Feb 2025
Using Machine Learning to Detect Fraudulent SMSs in Chichewa Amelia Taylor Amoss Robert 43 0 0 24 Feb 2025
Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) Hansi Hettiarachchi Tharindu Ranasinghe Paul Rayson R. Mitkov M. Gaber Damith Premasiri Fiona Anting Tan Lasitha Uyangodage AI4CE 113 1 0 20 Dec 2024
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 77 0 0 18 Dec 2024
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners James Prather B. Reeves Paul Denny Juho Leinonen Stephen MacNeil ... Thezyrie Amarouche Bailey Kimmel Jared Wright Musa Blake Gweneth Barbre 74 2 0 17 Dec 2024
LIMBA: An Open-Source Framework for the Preservation and Valorization of Low-Resource Languages using Generative Models S. Carta Stefano Chessa Giulia Contu Andrea Corriga Andrea Deidda ... Alessia Pisu Alessandro Sebastian Podda Livio Pompianu Shri Kiran Srinivasan Sandro Gabriele Tiddia 90 0 0 20 Nov 2024
Toward Cultural Interpretability: A Linguistic Anthropological Framework for Describing and Evaluating Large Language Models (LLMs) Graham M. Jones Shai Satran Arvind Satyanarayan 21 0 0 07 Nov 2024
Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource Languages Leena G Pillai Kavya Manohar Basil K Raju Elizabeth Sherly 42 0 0 07 Nov 2024
A Multilingual Sentiment Lexicon for Low-Resource Language Translation using Large Languages Models and Explainable AI Melusi Malinga Isaac Lupanda Mike Wa Nkongolo Phil van Deventer 21 1 0 06 Nov 2024
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 34 1 0 24 Oct 2024
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR Abhishek Gupta Amruta Parulekar Sameep Chattopadhyay P. Jyothi VLM 33 0 0 17 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghui Wang Weipeng Chen Ji-Rong Wen 68 0 0 10 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language Models Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 171 0 0 07 Oct 2024
Cross-lingual transfer of multilingual models on low resource African Languages Harish Thangaraj Ananya Chenat Jaskaran Singh Walia Vukosi Marivate 29 4 0 17 Sep 2024
Universal Cross-Lingual Text Classification Riya Savant Anushka Shelke Sakshi Todmal Sanskruti Kanphade Ananya Joshi Raviraj Joshi 31 2 0 16 Jun 2024
Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark Chanjun Park Hyeonwoo Kim Dahyun Kim Seonghwan Cho Sanghoon Kim Sukyung Lee Yungi Kim Hwalsuk Lee ELM ALM 43 14 0 31 May 2024
Worldwide Federated Training of Language Models Alexandru Iacob Lorenzo Sani Bill Marino Preslav Aleksandrov William F. Shen Nicholas D. Lane FedML 35 2 0 23 May 2024
The Future of Large Language Model Pre-training is Federated Lorenzo Sani Alexandru Iacob Zeyu Cao Bill Marino Yan Gao ... Wanru Zhao William F. Shen Preslav Aleksandrov Xinchi Qiu Nicholas D. Lane AI4CE 35 13 0 17 May 2024
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 36 4 0 16 May 2024
The Ghanaian NLP Landscape: A First Look Sheriff Issaka Zhaoyi Zhang Mihir Heda Keyi Wang Yinka Ajibola Ryan DeMar Xuefeng Du 46 1 0 10 May 2024
101 Billion Arabic Words Dataset Manel Aloui Hasna Chouikhi Ghaith Chaabane Haithem Kchaou Chehir Dhaouadi 44 1 0 29 Apr 2024
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages David Ifeoluwa Adelani A. S. Dougruoz André Coneglian Atul Kr. Ojha 34 2 0 28 Apr 2024
The evaluation of a code-switched Sepedi-English automatic speech recognition system Amanda Phaladi T. Modipa 40 0 0 11 Mar 2024
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages Christopher Toukmaji LRM 37 1 0 09 Mar 2024
Symbolic Autoencoding for Self-Supervised Sequence Learning Mohammad Hossein Amani Nicolas Mario Baldwin Amin Mansouri Martin Josifoski Maxime Peyrard Robert West 26 1 0 16 Feb 2024
Learning Agent-based Modeling with LLM Companions: Experiences of Novices and Experts Using ChatGPT & NetLogo Chat John Chen Xi Lu Michael Rejtig Yuzhou Du Ruth Bagley Mike Horn Uri Wilensky 34 29 0 30 Jan 2024
Dotless Representation of Arabic Text: Analysis and Modeling Maged S. Al-Shaibani Irfan Ahmad 20 0 0 26 Dec 2023
Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation J. Hu Roberto Cavicchioli Giulia Berardinelli Alessandro Capotondi 44 2 0 26 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 35 6 0 03 Dec 2023
Contextualising Levels of Language Resourcedness affecting Digital Processing of Text R. Barati Reza Safabakhsh 11 1 0 29 Sep 2023
Not Enough Labeled Data? Just Add Semantics: A Data-Efficient Method for Inferring Online Health Texts Joseph Gatto S. Preum AI4MH 35 1 0 18 Sep 2023
Sinhala-English Parallel Word Dictionary Dataset Kasun Wickramasinghe Nisansa de Silva 24 3 0 04 Aug 2023
Scaling Laws Do Not Scale Fernando Diaz Michael A. Madaio 23 8 0 05 Jul 2023
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense Disambiguation Michael Ogezi B. Hauer Talgat Omarov Ning Shi Grzegorz Kondrak 27 1 0 24 Jun 2023
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark Lukasz Augustyniak Szymon Wo'zniak Marcin Gruza Piotr Gramacki Krzysztof Rajda M. Morzy Tomasz Kajdanowicz 33 5 0 13 Jun 2023
Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes Kevin Glocker Aaricia Herygers Munir Georges 23 4 0 07 Jun 2023
Semantically-Prompted Language Models Improve Visual Descriptions Michael Ogezi B. Hauer Grzegorz Kondrak VLM 25 0 0 05 Jun 2023
Automated stance detection in complex topics and small languages: the challenging case of immigration in polarizing news media Marko Mets Andres Karjus Indrek Ibrus Maximilian Schich 21 17 0 22 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 37 0 0 04 May 2023
A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures Amanda Baughan Allison Mercurio Ariel Liu Xuezhi Wang Jilin Chen Xiao Ma 22 15 0 01 Mar 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages Shashank Sonkar Zichao Wang Richard G. Baraniuk 34 1 0 19 Dec 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset Ruth-Ann Armstrong John Hewitt Christopher D. Manning 33 14 0 07 Dec 2022