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 / 69 papers shown

Title
Zero-Shot Performance Prediction for Probabilistic Scaling Laws Viktoria Schram Markus Hiller Daniel Beck Trevor Cohn 28 0 0 19 Oct 2025
Tokenization Disparities as Infrastructure Bias: How Subword Systems Create Inequities in LLM Access and Efficiency Hailay Teklehaymanot Wolfgang Nejdl 24 0 0 14 Oct 2025
PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection Rakib Hossan Shubhashis Roy Dipta 24 0 0 10 Oct 2025
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP Sheriff Issaka Keyi Wang Yinka Ajibola Oluwatumininu Samuel-Ipaye Zhaoyi Zhang ... Jemimah Osei Carlene Ajeneza Persis Boateng Prisca Adwoa Dufie Yeboah Saadia Gabriel 35 0 0 07 Oct 2025
MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder and LLM Fusion Kosei Uemura David Guzmán Quang Phuoc Nguyen Jesujoba Oluwadara Alabi En-Shiun Annie Lee David Ifeoluwa Adelani CLL AI4CE 114 0 0 09 Sep 2025
QCSE: A Pretrained Quantum Context-Sensitive Word Embedding for Natural Language Processing Charles M. Varmantchaonala Niclas GÖtting Nils-Erik SchÜtte Jean Louis E. K. Fendji Christopher Gies 40 0 0 06 Sep 2025
L3Cube-IndicHeadline-ID: A Dataset for Headline Identification and Semantic Evaluation in Low-Resource Indian Languages Nishant Tanksale Tanmay Kokate Darshan Gohad Sarvadnyaa Barate Raviraj Joshi 36 0 0 02 Sep 2025
Benchmarking Sociolinguistic Diversity in Swahili NLP: A Taxonomy-Guided Approach Kezia Oketch John P. Lalor A. Abbasi 24 0 0 06 Aug 2025
L3Cube-MahaEmotions: A Marathi Emotion Recognition Dataset with Synthetic Annotations using CoTR prompting and Large Language Models Nidhi Kowtal Raviraj Joshi 74 0 0 01 Jun 2025
The Multilingual Divide and Its Impact on Global AI Safety Aidan Peppin Julia Kreutzer Alice Schoenauer Sebag Kelly Marchisio Beyza Ermis ... Wei-Yin Ko Ahmet Üstün Matthias Gallé Marzieh Fadaee Sara Hooker ELM 192 1 0 27 May 2025
An End-to-End Approach for Child Reading Assessment in the Xhosa LanguageInternational Conference on Artificial Intelligence in Education (AIED), 2025 Sergio Chevtchenko Nikhil Navas Rafaella Vale Franco Ubaudi Sipumelele Lucwaba Cally Ardington Soheil Afshar Mark Antoniou Saeed Afshar 152 0 0 23 May 2025
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 111 0 0 08 May 2025
Overcoming Data Scarcity in Generative Language Modelling for Low-Resource Languages: A Systematic Review Josh McGiff Nikola S. Nikolov 218 3 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 615 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 149 0 0 28 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analysesIEEE Access (IEEE Access), 2025 Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 243 2 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 128 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 781 1 0 14 Mar 2025
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 216 0 0 27 Feb 2025
Using Machine Learning to Detect Fraudulent SMSs in Chichewa Amelia Taylor Amoss Robert 161 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 230 1 0 20 Dec 2024
Language verY Rare for All Ibrahim Merad Amos Wolf Ziad Mazzawi Yannick Léo 177 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 233 8 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 Siyang Song Sandro Gabriele Tiddia 155 1 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 209 5 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 112 2 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 67 2 0 06 Nov 2024
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 171 6 0 24 Oct 2024
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR Abhishek Gupta Amruta Parulekar Sameep Chattopadhyay Preethi Jyothi VLM 88 0 0 17 Oct 2024
Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghai Wang Weipeng Chen Ji-Rong Wen 238 0 0 10 Oct 2024
DEPT: Decoupled Embeddings for Pre-training Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Alex Iacob Lorenzo Sani Meghdad Kurmanji William F. Shen Xinchi Qiu Dongqi Cai Yan Gao Nicholas D. Lane VLM 955 2 0 07 Oct 2024
Cross-lingual transfer of multilingual models on low resource African Languages Harish Thangaraj Ananya Chenat Jaskaran Singh Walia Vukosi Marivate 103 6 0 17 Sep 2024
Universal Cross-Lingual Text Classification Riya Savant Anushka Shelke Sakshi Todmal Sanskruti Kanphade Ananya Joshi Raviraj Joshi 93 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 145 23 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 167 3 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 316 33 0 17 May 2024
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated DataInternational Conference on Computational Linguistics (COLING), 2024 Yihong Liu Chunlan Ma Haotian Ye Hinrich Schütze 148 7 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 112 6 0 10 May 2024
101 Billion Arabic Words Dataset Manel Aloui Hasna Chouikhi Ghaith Chaabane Haithem Kchaou Chehir Dhaouadi 171 2 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 163 7 0 28 Apr 2024
The evaluation of a code-switched Sepedi-English automatic speech recognition system Amanda Phaladi T. Modipa 103 0 0 11 Mar 2024
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages Christopher Toukmaji LRM 125 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 111 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 Bruce Sherin 175 48 0 30 Jan 2024
Dotless Representation of Arabic Text: Analysis and Modeling Maged S. Al-Shaibani Irfan Ahmad 123 1 0 26 Dec 2023
Heterogeneous Encoders Scaling In The Transformer For Neural Machine Translation J. Hu Roberto Cavicchioli Giulia Berardinelli Alessandro Capotondi 131 2 0 26 Dec 2023
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in NorwegianConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Peng Liu Lemei Zhang Terje Nissen Farup Even W. Lauvrak Jon Espen Ingvaldsen Simen Eide J. Gulla Zhirong Yang ELM 148 9 0 03 Dec 2023
Contextualising Levels of Language Resourcedness affecting Digital Processing of Text Ramin Barati Reza Safabakhsh 62 2 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 102 1 0 18 Sep 2023
Sinhala-English Parallel Word Dictionary DatasetInternational Conference on Industrial and Information Systems (ICIIS), 2023 Kasun Wickramasinghe Nisansa de Silva 112 3 0 04 Aug 2023