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. Native Multilingual Chain-of-Thought Reasoning in Low-Resource Southeast Asian Languages

    Aug 1, 2026Sean Gip Lim, William Chandra Tjhi, Hai Leong ChieuNumerical Reasoning in Language ModelsMultilingual Language Models

    1Nanyang Technological University · 2AI Singapore · 3DSO National Laboratories

  2. Bridging the English-Arabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection

    Jul 31, 2026Chaimae Abouzahir, Musa Khan, Hala Ali-Hassan +7LLM Fine-TuningLow-Rank Adaptation

    New York University Abu Dhabi · Cleveland Clinic Abu Dhabi

  3. From transcription to semantic corpus analysis: unsupervised learning of sentence representations for ancient languages

    Jul 27, 2026Th{é}otime de la SelleSemantic Textual SimilaritySentence Embeddings

    ISC, HiSoMA, CNRS · Institut des Sources Chrétiennes, HiSoMA, CNRS, Lyon, France

  4. The Tokenizer Tax: Quantifying and Explaining the Cross-Lingual Cost of Subword Tokenization for Indian Languages

    Jul 27, 2026Priyansh SrivastavaLow-Resource Language ProcessingSubword Tokenization

    Sirena Ai India

  5. Mwando: Leveraging AI to Preserve and Teach shiKomori

    Jul 26, 2026Naira Abdou Mohamed, Haidar Nassur Said Ali, Mohamed Hazra +2AI in EducationLow-Resource Language Processing

    Rifai, Moroni, Comoros · CP2BM Lab - Hassan II University, Casablanca, Morocco · Ibn Tofail University, Kenitra, Morocco +1

  6. BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi

    Jul 25, 2026Hariom Ingle, Ronit Ghode, Ishwari Gondkar +2Named Entity RecognitionLLM Evaluation

    Department of Information Technology, PICT, Pune, India · L3Cube Labs, Pune, India · Indian Institute of Technology Madras, Chennai, India

  7. BHARATI: Morphology-Aware Tokenizers for Classical Indian Languages with Subword Fertility Analysis

    Jul 25, 2026Poornima Kumaresan, Pavithra Muruganantham, Lakshmi Rajendran +1Low-Resource Language ProcessingSubword Tokenization

    Intrinsic Lab, Centre for Sensors, Instrumentation and Cyber-Physical System Engineering (Centre for SeNSE), Indian Institute of Technology Delhi, New Delhi 110016, India · RSL Quantum, FITT, IIT Delhi, New Delhi 110016, India

  8. IndicTalk: A Large-Scale Persona-Based Multilingual Conversational Corpus for Indic Languages

    Jul 25, 2026Sahil Deepak Gawande, Mayank SinghSynthetic Data Generation for Language ModelsLow-Resource Language Processing

    Lingo Research Group · IIT Gandhinagar

  9. PatiGonit22K: A Comprehensive Dataset for Solving Complex Bengali MWPs

    Jul 24, 2026Swastika Kundu, Azizul Hakim Fayaz, Tashreef MuhammadMathematical Reasoning BenchmarksMathematical Reasoning

    Department of Computer Science and Engineering Ahsanullah University of Science and Technology, Dhaka, Bangladesh · Department of Computer Science and Engineering Southeast University, Dhaka, Bangladesh

  10. Phonetic forced alignment for low-resource language varieties: Model training and evaluation on Chengdu Mandarin

    Jul 23, 2026Zhiheng Qian, Aini Li, Hai Hu +1Low-Resource Language Processing

    Shanghai Jiao Tong University · City University of Hong Kong · The Hong Kong Polytechnic University +1

  11. LKValues: Aligning Large Language Models with Sri Lankan Societal Values

    Jul 22, 2026Nethmi Muthugala, Supryadi, Surangika Ranathunga +7Multilingual Language Model EvaluationLLM Alignment

    TJUNLP Lab, School of Computer Science and Technology, Tianjin University, Tianjin, China · School of Mathematical and Computational Sciences, Massey University, Auckland, New Zealand · Department of Computer Science & Engineering, University of Moratuwa, Sri Lanka +2

  12. Persian Pixel: A large-scale synthetic OCR dataset for Persian language

    Jul 22, 2026Pouria Mahdi, Haq Nawaz MalikSynthetic Data GenerationLow-Resource Language Processing

  13. RALS: Resources and Baselines for Romanian Automatic Lexical Simplification

    Jul 22, 2026Fabian Anghel, Petru Theodor Cristea, Claudiu Creanga +1Low-Resource Language Processing

    Human Language Technologies Research Center Faculty of Mathematics and Computer Science University of Bucharest

  14. Language-Specific versus Cross-Lingual Knowledge Graphs for Implicit Aspect Identification in Arabic: A Comparative Study of Reasoning and Adaptation Strategies

    Jul 22, 2026Lujain A. AlawwadArabic NLPAspect-Based Sentiment Analysis

    Department of Computing and Informatics Saudi Electronic University Riyadh, Saudi Arabia

  15. Translation as Augmentation: Effect of Translated Data on Assessment of Difficulty

    Jul 21, 2026Yiheng Wu, Jue Hou, Roman YangarberSynthetic Data AugmentationAutomated Evaluation

    University of Helsinki, Finland

  16. Rationale-Guided Knowledge Distillation for Cross-Lingual Stance Detection

    Jul 21, 2026Qiuli Zhou, Jingyuan Yao, Shengeng Tang +3Stance DetectionLanguage Model Distillation

    School of Foreign Studies, Hefei University of Technology, China · School of Computer Science and Information Engineering, Hefei University of Technology, China · School of Computer Science and Information Engineering, Hefei University of Technology +1

  17. BanClickThumb: A Multimodal Dataset and Transformer Fusion Benchmarks for Clickbait Detection in Bengali YouTube Videos

    Jul 19, 2026Md. Ariful Islam, Md Tanvirul Islam, Md. Maruf Hossain Miru +1Multimodal ClassificationLow-Resource Language Processing

    Department of Computer Science and Engineering, Bangladesh Army University of Science and Technology, Saidpur Cantonment, Saidpur, Bangladesh

  18. KyrgyzLLM-Bench: Benchmarking Kyrgyz Language Understanding

    Jul 19, 2026Timur Turatali, Aida Turdubaeva, Rustem Izmailov +2Multilingual Language Model EvaluationLLM Reliability

    1The Cramer Project · Institute of IT, Kyrgyz State Technical University named after I. Razzakov · School of Computer Science, University of Windsor +2

  19. BLAD: A Historically Contextualized, Multilingual Dataset of Bangladeshi Legal Acts (1799 to 2025)

    Jul 19, 2026Adib SakhawatLegal NLPLegal Document Analysis

    Systems and Software Lab (SSL) · Department of Computer Science and Engineering · Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  20. Expanding the Lexicon of Ge'ez Based African Languages: A Comparative Study of Amharic and Tigrinya

    Jul 16, 2026Hailay Kidu Teklehaymanot, Debela Desalegn Yadeta, Wolfgang NejdlLanguage Model PretrainingMultilingual Language Models

    L3S Research Center, Leibniz University Hannover, Germany · Addis Ababa University, Ethiopia

  21. DeltaMerge-LowRes: Composing Language and Task Deltas for Low-Resource Adaptation

    Jul 15, 2026Son Ha Xuan, Xuan-Bach Le, Phat T. Tran-TruongMultilingual Language ModelsTask Vector Merging

    RMIT University, Ho Chi Minh City, Vietnam · Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology (HCMUT), VNU-HCM, Ho Chi Minh City, Vietnam

  22. A POS Tier Is the Key to Automated Annotation for Low-Resource Language Documentation: Neural Interlinear Glossing for Irabu, a Southern Ryukyuan Language

    Jul 15, 2026Michinori ShimojiMorphosyntactic TaggingLow-Resource Language Processing

    Kyushu University

  23. Meta-Learning Preferences for Multilingual LLM Alignment

    Jul 14, 2026Jiaying Lin, Seongho Son, Nam Phuong Tran +3RL for Language ModelsLLM Alignment

    Department of Computer Science, University of Warwick, Coventry, United Kingdom · Department of Computer Science, University College London, London, United Kingdom · Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland

  24. Translation as a Computationally Efficient Bridge: Feasibility of English BERT for Low-Resource Languages

    Jul 14, 2026Hielke Muizelaar, Giulia Rivetti, Marco Spruit +1Fine-TuningLow-Resource Language Processing

    Department of Public Health and Primary Care, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333ZA, The Netherlands · LIACS, Leiden University, P.O. Box 9512, Leiden, 2300RA, The Netherlands

  25. Evaluating Health Misinformation in Low-Resource Languages: Integrating Small Language Models with a Culturally-Sensitive Responsible NLP Framework (Bangla as a Case Study)

    Jul 14, 2026Farnaz Farid, Raihan Alam, Al Al-Areqi +5Small Language ModelsAutomated Fact-Checking

    School of Social Sciences, Western Sydney University · Microsoft · School of Computer, Data and Mathematical Sciences, Western Sydney University +4

  26. Beyond Benchmarks: Exposing the Hidden Crisis in Bangla Hate Speech Detection

    Jul 13, 2026Faria Afrin Tisha, Fariya Tabassum, Hafsa Binte Kibria +2Hate Speech DetectionLow-Resource Language Processing

    Department of Electrical and Computer Engineering, Rajshahi University of Engineering and Technology, Rajshahi, 6204, Bangladesh. · Department of Computer Science, University of York, Deramore Lane, Heslington, York YO10 5GH, UK.

  27. Dzongkha Next Word Prediction System

    Jul 13, 2026Prerna Chhetri, Tenzin Yoezer, Phuntsho Wangmo +1Next-Token PredictionLanguage Modeling

    Information Technology Department, College of Science and Technology, Royal University of Bhutan

  28. FAD-SA-GRU: Enhancing Hate Speech Detection in Algerian Dialect Through Feature-Augmented Self-Attention GRU Networks

    Jul 13, 2026Sara Yakoubi, Ikram Khalfallah, Kenza Khelkhal +1Recurrent Neural NetworksHate Speech Detection

    USTHB · ATM Mobilis

  29. Hybrid Continual Learning for Low-Resource Australian Aboriginal Language Identification

    Jul 11, 2026Pravina Mylvaganam, Ting Dang, Eliathamby Ambikairajah +2Continual LearningSpeech Processing

    University of New South Wales, Australia · University of Melbourne, Australia · Massachusetts Institute of Technology, USA

  30. Which Languages Transfer Best to Warlpiri? A Similarity-Based Study for Low-Resource ASR

    Jul 11, 2026Pravina Mylvaganam, Eliathamby Ambikairajah, Ting Dang +2Low-Resource Language ProcessingLow-Resource Speech Recognition

    University of New South Wales, Australia · University of Melbourne, Australia · University of Sydney, Australia