Low-Resource Language Processing

Ask about this topic

Momentum

42 papers in the last four weeks, up 62% on the four weeks before. 0.4% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 342

All topics
CardsList

  1. BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources

    Apr 20, 2026Raghvendra Kumar, Devankar Raj, Sriparna SahaLow-Resource Language Processing

    Department of Computer Science and Engineering, Indian Institute of Technology Patna, India · Indian Institute of Technology Patna, India

  2. Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages

    Apr 20, 2026V. S. D. S. Mahesh Akavarapu, Michael Daniel, Gerhard JägerASR EvaluationAutomatic Speech Recognition

    University of Tübingen · University of Jena

  3. Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion

    Apr 20, 2026Chen Zhang, Jiuheng Lin, Zhiyuan Liao +1Language Model EnsemblesLow-Resource Language Processing

    Wangxuan Institute of Computer Technology, Peking University

  4. ltzGLUE: Luxembourgish General Language Understanding Evaluation

    Apr 20, 2026Alistair Plum, Felicia Körner, Anne-Marie Lutgen +8LLM EvaluationText Classification

    University of Luxembourg, Luxembourg · LMU Munich, Germany · Munich Center for Machine Learning, Germany +2

  5. Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering

    Apr 20, 2026Samir Wagle, Abiral Adhikari, Reewaj Khanal +4Retrieval-Augmented GenerationLegal NLP

    Information and Language Processing Research Lab Kathmandu University , Dhulikhel, Kavre, Nepal · School of Law Kathmandu Universit; Dhulikhel, Kavre, Nepal · Dublin City University Dublin, Ireland

  6. No One Fits All: From Fixed Prompting to Learned Routing in Multilingual LLMs

    Apr 18, 2026Wei-Chi Wu, Sheng-Lun Wei, Hen-Hsen Huang +1Multilingual Language Model EvaluationLLM Prompting

    Department of Computer Science and Information Engineering, National Taiwan University, Taiwan · Institute of Information Science, Academia Sinica, Taiwan · AI Research Center (AINTU), National Taiwan University, Taiwan

  7. Comparison of Modern Multilingual Text Embedding Techniques for Hate Speech Detection Task

    Apr 16, 2026Evaldas Vaiciukynas, Paulius Danenas, Linas Ablonskis +5Sentence EmbeddingsText Embedding Evaluation

    Department of Information Systems, Faculty of Informatics, Kaunas University of Technology, Kaunas, Lithuania · Centre of Information Systems Design Technologies, Faculty of Informatics, Kaunas University of Technology, Kaunas, Lithuania

  8. English is Not All You Need: Systematically Exploring the Role of Multilinguality in LLM Post-Training

    Apr 14, 2026Mehak Dhaliwal, Shashwat Chaurasia, Yao Qin +2Cross-Lingual Reasoning in Language ModelsLow-Resource Language Processing

    UC Santa Barbara · Amazon

  9. AfriVoices-KE: A Multilingual Speech Dataset for Kenyan Languages

    Apr 9, 2026Lilian Wanzare, Cynthia Amol, Ezekiel Maina +14Low-Resource Language ProcessingLow-Resource Speech Recognition

    Maseno University, Kenya · United States International University, Kenya · Dedan Kimathi University of Technology, Kenya +4

  10. Unveiling Language Routing Isolation in Multilingual MoE Models for Interpretable Subnetwork Adaptation

    Apr 4, 2026Kening Zheng, Wei-Chieh Huang, Jiahao Huo +9Mixture-of-Experts Language ModelsMixture of Experts

    University of Illinois Chicago · University of Maryland · HKUST (Guangzhou)

  11. \textit{Versteasch du mi?} Computational and Socio-Linguistic Perspectives on GenAI, LLMs, and Non-Standard Language

    Mar 30, 2026Verena Platzgummer, John McCrae, Sina AhmadiSocial Bias in Language ModelsLow-Resource Language Processing

    University of Galway · University of Zurich

  12. Automated Gradient-Driven Parameter Sharing for Low-Resource Multilingual Speech-to-Text Translation

    Mar 26, 2026Ruiyan Sun, Satoshi NakamuraSpeech TranslationLow-Resource Language Processing

    School of Data Science · School of Aritificial Intelligence, The Chinese University of Hong Kong,Shenzhen

  13. Benchmarking Bengali Dialectal Bias: A Multi-Stage Framework Integrating RAG-Based Translation and Human-Augmented RLAIF

    Mar 22, 2026K. M. Jubair Sami, Dipto Sumit, Ariyan Hossain +1Social Bias in Language ModelsLanguage Model Bias Evaluation

    Department of Computer Science and Engineering BRAC University, Dhaka, Bangladesh

  14. DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units

    Mar 19, 2026Maxime Poli, Manel Khentout, Angelo Ortiz Tandazo +3Speech ProcessingSelf-Supervised Speech Representation Learning

    LSCP, ENS, EHESS, CNRS, PSL University, France · University of Toronto, Canada

  15. CWoMP: Morpheme Representation Learning for Interlinear Glossing

    Mar 18, 2026Morris Alper, Enora Rice, Bhargav Shandilya +2Representation LearningLow-Resource Language Processing

    Carnegie Mellon University · University of Colorado Boulder

  16. Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- and Low-Resource Languages Alike

    Mar 16, 2026Miriam Winkler, Verena Blaschke, Barbara PlankQuestion AnsweringMultilingual QA

    UMaiNLP lab, Center for Information and Language Processing, LMU Munich, Germany · ÆMunich Center for Machine Learning, Germany

  17. CzechTopic: A Benchmark for Zero-Shot Topic Localization in Historical Czech Documents

    Mar 4, 2026Martin Kostelník, Michal Hradiš, Martin DočekalDocument UnderstandingHistorical Document Analysis

    Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic

  18. When Spoof Detectors Travel: Evaluation Across 66 Languages in the Low-Resource Language Spoofing Corpus

    Mar 2, 2026Kirill Borodin, Vasiliy Kudryavtsev, Maxim Maslov +2Audio Deepfake DetectionSpeech Processing

    lab260, Moscow Technical University of Communications and Informatics, Russia · BitmanagerAI, UAE

  19. MixSarc: A Bangla-English Code-Mixed Corpus for Implicit Meaning Identification

    Feb 25, 2026Kazi Samin Yasar Alam, Md Tanbir Chowdhury, Tamim Ahmed +2Text ClassificationLow-Resource Language Processing

    Department of Computer Science and Engineering, Islamic University of Technology, Dhaka, Bangladesh · Department of Computer Science, University of Illinois Chicago, Chicago, Illinois, United States of America

  20. Beyond Transfer Accuracy: Mechanism-Guided Controlled Adaptation for Low-Resource Languages

    Jan 13, 2026Khumaisa Nur'aini, Ayu Purwarianti, Alham Fikri Aji +1Selective Fine-TuningCircuit Discovery

    Monash University Indonesia · MBZUAI · Institute Teknologi Bandung +1

  21. AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages

    Jan 10, 2026Hao Yu, Tianyi Xu, Michael A. Hedderich +3Language Model PretrainingMultilingual Language Models

    McGill University, Canada · Mila-Quebec AI Institute, Canada · LMU Munich & Munich Center for Machine Learning, Germany +2

  22. Emotion Recognition in Signers

    Dec 17, 2025Kotaro Funakoshi, Yaoxiong ZhuFacial Expression RecognitionLow-Resource Language Processing

    FIRST, Institute of Integrated Research · Institute of Science Tokyo · ICT, School of Engineering

  23. LMSpell: Spell Correction with Pre-Trained Language Models

    Dec 5, 2025Akesh Gunathilake, Nadil Karunarathna, Tharusha Bandaranayake +3Low-Resource Language ProcessingLanguage Model Post-Training

    Department of Computer Science and Engineering, University of Moratuwa, Katubedda, 10400, Sri Lanka · School of Mathematical and Computational Sciences, Massey University, Auckland, 102904, New Zealand

  24. Simple Additions, Substantial Gains: Expanding Scripts, Languages, and Lineage Coverage in URIEL+

    Oct 31, 2025Mason Shipton, York Hay Ng, Aditya Khan +4Low-Resource Language ProcessingCross-Lingual Transfer

    Ontario Tech University · University of Toronto · University of Michigan +1

  25. LuxIT: A Luxembourgish Instruction Tuning Dataset from Monolingual Seed Data

    Oct 28, 2025Julian Valline, Cedric Lothritz, Siwen Guo +1LLM Fine-TuningSynthetic Data Generation

    Luxembourg Institute of Science and Technology 5 Av. des Hauts-Fourneaux L-4362 Esch-sur-Alzette

  26. Evaluating Large Language Models on Urdu Idioms

    Oct 20, 2025Muhammad Farmal Khan, Mousumi AkterMultilingual Language Model EvaluationLow-Resource Language Processing

    Technical University Dortmund · Research Center Trustworthy Data Science and Security

  27. Agnostics: Learning to Code in Any Programming Language via Reinforcement with a Universal Learning Environment

    Aug 6, 2025Aleksander Boruch-Gruszecki, Yangtian Zi, Zixuan Wu +4RL for Code GenerationCode Generation

    1Northeastern University · University of Texas · 3Wellesley College

  28. Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization

    Aug 6, 2025Negar Foroutan, Clara Meister, Debjit Paul +4Low-Resource Language ProcessingSubword Tokenization

    EPFL · University of Zurich

  29. ToxSyn-PT: A Synthetic Fine-Grained Dataset of Minority-Targeted Toxic Language in Portuguese

    Jun 11, 2025Iago Alves Brito, Julia Soares Dollis, Fernanda Bufon Farber +2Synthetic Data GenerationHate Speech Detection

    Advanced Knowledge Center for Immersive Technologies (AKCIT) · Federal University of Goiás

  30. BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech

    May 18, 2025Riad Hossain, Muhammad Ashad Kabir, Arat Ibne Golam Mowla +2Speech ProcessingLow-Resource Language Processing

    Department of Computer Science and Engineering, Chittagong University of Engineering and Technology, Chittagong, 4349, Bangladesh · School of Computing, Mathematics and Engineering, Charles Sturt University, Bathurst, NSW, 2795, Australia · School of Science, Engineering and Technology, East Delta University, Chittagong, 4209, Bangladesh +1