Low-Resource Language Processing

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

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  1. Padamitra: Grounded Glossary Generation for Classical Sanskrit

    Aug 25, 2026Manoj Balaji Jagadeeshan, Sai Pragnaan Marala, Pawan GoyalLLM GroundingLow-Resource Language Processing

    Indian Institute of Technology, Kharagpur

  2. Lost in Speech: Trilingual Spoken Hallucination Detection Across Audio and Transcripts

    Aug 25, 2026Meruyert Aristombayeva, Jason S. Lucas, Chaewan Chun +1Audio-Language Model EvaluationHallucination Detection

    Satbayev University, Almaty, Kazakhstan · University of Colorado Boulder, Boulder, CO, USA · The Pennsylvania State University, University Park, PA, USA

  3. Tangut Word Segmentation under Extreme Resource Scarcity: Integrating Traditional Lexicons and Unlabeled Text

    Aug 19, 2026Lifan Deng, Yongwei Zhang, Sen Sun +2Low-Resource Language Processing

    Key Laboratory of Linguistics, Chinese Academy of Social Sciences (University of Chinese Academy of Social Sciences), Beijing · Rixin College, Tsinghua University, Beijing · Institute of Linguistics, Chinese Academy of Social Sciences, Beijing +2

  4. IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages

    Aug 17, 2026Diptesh Kanojia, Archchana Sindhujan, Sourabh Deoghare +14Low-Resource Language ProcessingMT Evaluation

    University of Surrey · 2IIT Bombay · University of Oslo +9

  5. HybridRAG-BN: A Retrieval-Augmented Framework with Fine-Tuned Verification for Bangla KBQA

    Aug 13, 2026Rathijit Aich, Nirjhar Das, Mahfuzulhoq ChowdhuryRetrieval-Augmented GenerationLow-Resource Language Processing

    Department of Computer Science and Engineering · Chittagong University of Engineering & Technology · Chattogram, Bangladesh

  6. ViTOED: A Dataset for Target-Oriented Emotion Detection on Vietnamese Social Media Texts

    Aug 13, 2026Chanh Vo, Son T. Luu, Ngan Luu-Thuy NguyenSentiment AnalysisAspect-Based Sentiment Analysis

    Faculty of Information Science and Engineering, University of Information Technology, Ho Chi Minh City · Vietnam National University, Ho Chi Minh City, Vietnam

  7. Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages

    Aug 12, 2026Avijit Roy, Proma RoyMultilingual Language ModelsAI in Education

    John Jay College of Criminal Justice, CUNY · The City College of New York, CUNY

  8. Unified Multi-Dialectal Neural Machine Translation for Bangla Using the Dwadash Benchmark Corpus

    Aug 12, 2026Rakib Ullah, Md. Ruhul Islam, Tanbir Ahmed +1Low-Resource MTLow-Resource Language Processing

    Department of Computer Science and Engineering SYLHET ENGINEERING COLLEGE, SYLHET Sylhet, Bangladesh

  9. Gloss-Free Representation Learning for Cross-Dataset Sign Spotting

    Aug 11, 2026Oğuz Akif Tüfekcioğlu, Ezgi Ekin, Mustafa Kaan Çevik +1Weakly Supervised LearningLow-Resource Language Processing

    Hacettepe University, Ankara, Türkiye

  10. The Illusion of Cross-Lingual Safety in Low-Resource Languages

    Aug 11, 2026Abigail Oppong, P Sam Sahil, Tadesse Destaw Belay +12LLM Safety AlignmentLow-Resource Language Processing

    Makerere University Center for Artificial Intelligence · University of Hamburg · Instituto Politécnico Nacional +9

  11. A Cost-Efficient Routing Pipeline for Multilingual Short-Text Classification Using Small Language Models

    Aug 11, 2026Wajdi Ben Saad, Safa MadiouniZero-Shot Text ClassificationText Classification

    Carthago Labs Paris, France · Université Paris Dauphine-PSL Paris, France

  12. Measuring the Tokenization Premium: A Cost Audit for Underserved Language Communities

    Aug 10, 2026Avijit Roy, Proma Roy, Hrishitva PatelAlgorithmic FairnessToken Efficiency

    John Jay College of Criminal Justice, City University of New York, USA · The City College of New York, City University of New York, USA · University of Texas at San Antonio, USA

  13. DialectS2S: End-to-End Speech Dialogue Modeling for Low-Resource Chinese Dialects

    Aug 8, 2026Yi Shu, Tianyu Peng, Yingzhuo Deng +5Spoken Dialogue SystemsSpeech Language Models

    School of Artificial Intelligence, University of Chinese Academy of Sciences · Institute of Automation, Chinese Academy of Sciences · Wuhan AI Research +1

  14. Evaluating Dedicated Monolingual and Joint Multilingual Causal Models for Dravidian Languages

    Aug 7, 2026Venkata Naga Sai Vishnu Rohit PulipakaMultilingual Language ModelsMultilingual Language Model Evaluation

    Independent Researcher

  15. Embedding Initialization for Unseen Low-resource Languages in Multilingual NMT: A Case Study on Limbum-English Translation

    Aug 7, 2026Samiratu Ntohsi, Neza David Tuyishimire, Anesu Kafesu +3Low-Resource MTLow-Resource Language Processing

    Ruzivo Research Lab, African Leadership University · African Leadership University

  16. Measuring the Cross-Lingual Comprehension Gap: How the language of the evidence shapes what language models understand

    Aug 6, 2026Rafael da Silva, Jeff EicherMultilingual Language Model EvaluationMultilingual QA

    Eastern University

  17. SAGA: Score-Weighted Adaptive Generation Alignment for Low-Resource Nordic Language Models

    Aug 6, 2026Hoda Fakharzadehjahromy, Emil Wiman, Andreas Bueff +2LLM AlignmentDirect Preference Optimization

    Linköping University · University of Iceland

  18. Mapping Armenian Paris: Extracting and Geocoding Commercial Advertisements from the 20th-Century Diaspora Press

    Aug 6, 2026Chahan Vidal-Gorène, Seda Kirakosyan, Edita MatevosyanLow-Resource Language ProcessingHistorical Document Processing

    CJM, LIPN · Calfa, Paris, France · École nationale des chartes, PSL University, Paris, France +2

  19. MameLoshnLM: Yiddish Language Model and Evaluation Benchmark

    Aug 6, 2026Uri Katz, Omer Goldman, Tomasz Limisiewicz +2Language Model PretrainingMultilingual Language Model Evaluation

    Bar-Ilan University · University of Cambridge · University of Washington +1

  20. BnBERT-iPET: Sparse Few-Shot Language Modeling for Bengali via Lottery Ticket Pruning

    Aug 5, 2026Sajib Hossain, Md Kamrus Samad, Anan Ghosh +2LLM PruningFew-Shot Learning

    Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

  21. A Modular Part-of-Speech Tagger for Scottish Gaelic using spaCy

    Aug 5, 2026Peter Stefan, Peter J Barclay, Alistair LawsonMorphosyntactic TaggingLow-Resource Language Processing

    School of Computing, Engineering, & the Built Environment, Edinburgh Napier University, 10 Colinton Rd, Edinburgh, Scotland, UK

  22. Large Language Models for Low-Resource Languages: A Conceptual Framework for an Electronic Explanatory Dictionary of the Tajik Language

    Aug 4, 2026Mullosharaf K. Arabov, Saidali M. Pirzoda, Behruz A. SultonovLow-Resource Language Processing

    Kazan Federal University, Institute of Computational Mathematics and Information Technologies, Kazan, Russia · Tajik National University, Department of Information and Communication Technologies, Faculty of Mechanics and Mathematics, Dushanbe, Tajikistan

  23. M-GATE: Multilingual Grammar, Accuracy in Translation, and Efficiency Benchmark for Large Language Models

    Aug 4, 2026Tomáš Burkert, Angelika Peljak-Łapińska, David ZelenýMultilingual Language Model EvaluationLow-Resource Language Processing

    RWS TrainAI

  24. ConlangBench: Exploring Language Knowledge and Learning in LLMs through Diverse Constructed Languages

    Aug 4, 2026Jinhong Jeong, Seungyeop Yi, Sangah Lee +1Multilingual Language Model EvaluationLow-Resource Language Processing

    1Yonsei University · 2Seoul National University

  25. HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?

    Aug 4, 2026Chandrakant K. BhogayataNamed Entity RecognitionLanguage Model Ensembles

    Maharaja Krishnakumarsinhji Bhavnagar University, Bhavnagar (Gujarat, India)

  26. Aligned in Form, Not in Meaning: The Comprehension - Containment Decoupling of LLM Safety in Low-Resource Bangla Derogatory Speech

    Aug 3, 2026Shadab Bin Habib, A K M Ferdous Reza Habib, Subarno Neel +1Language Model Safety EvaluationLLM Safety Alignment

    Department of Computer Science and Engineering Islamic University of Technology, Dhaka, Bangladesh

  27. Disentangled Contrastive Learning for Zero-Shot Multilingual Dense Retrieval

    Aug 3, 2026Chao Huang, Yufeng Chen, Changhao Guan +3Contrastive LearningDisentangled Representation Learning

    Key Laboratory of Big Data & Artificial Intelligence in Transportation (Beijing Jiaotong University), Ministry of Education · School of Computer Science and Technology, Beijing Jiaotong University

  28. Two-Stage Bengali Sentiment Classification: Domain Adaptation Through Continual Learning and Parameter-Efficient Fine-Tuning

    Aug 2, 2026MD Shaikh Rahman, Syed Maudud E Rabbi, Muhammad Mahbubur RashidSentiment AnalysisDomain-Adaptive Pretraining

    Department of Computer Science Universiti Sains Malaysia Pulau Pinang, Malaysia · Department of Computer Science Baruch College New York New York, USA · Department of Mechatronics Engineering International Islamic University Malaysia Kuala Lumpur, Malaysia

  29. Writing-System-Level Tokenizer Adaptation for Byte-Level BPE

    Aug 1, 2026Bohdan DidenkoLow-Resource Language ProcessingSubword Tokenization

    Lviv Polytechnic National University

  30. Loanword or Switch? The Annotation Boundary, Not the Model, Drives Kazakh-Russian Code-Switching Identification

    Aug 1, 2026Bogdan SavelyevCode-SwitchingLanguage Identification

    Independent Researcher Kazakhstan