Low-Resource Languages

Ask about this topic

Recent momentum

+0%

15 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Linguistics

Neighbouring directions

LinguisticsEnglishMultilingualMultilingual BenchmarkMultilingual Language ModelsCross-Lingual ConsistencyMultilingual Large Language ModelsCross-Lingual Transfer

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

3 new papers

A weekly snapshot of new work published in Low-Resource Languages.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Low-Resource Languages.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in Low-Resource Languages.

147 papers

Latest in Low-Resource Languages

Open your feed →
CardsList

  1. A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages

    Sep 16, 2026Toqeer Ehsan, Thamar SolorioNamed-Entity RecognitionNatural Language Processing Tasks

  2. M-SQE: Multilingual Skill Quality Estimation for Enhancing Language Equality in Agentic Skill Use

    Sep 16, 2026Yilun Liu, Shimin Tao, Minggui He +9Reusable Agent SkillsMultilingual Agents

  3. Sequential Adapter Stacking for Cross-Lingual Low-Resource ASR

    Sep 14, 2026Thai Thi Thanh Thao Dang, Mengjie Qian, Kate KnillMultilingual Automatic Speech RecognitionLow-Resource Languages

  4. Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu

    Sep 12, 2026Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1Multilingual Large Language ModelsLow-Resource Languages

  5. Parameter-Efficient Retrievers for Polish and European Languages

    Sep 11, 2026Sławomir Dadas, Rafał Poświata, Małgorzata Grębowiec +1RetrieversSmall Language Models

  6. Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case Study

    Sep 11, 2026Hiwa AsadpourLibrispeechLow-Resource Languages

  7. 5-Dialects-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs

    Sep 9, 2026Md Mahir Jawad, Galib Mahmud Jim, Rafid Ahmed +3DialectsBangla

  8. Dynamics of meaning: Towards the Evaluation of Diachronic Semantic Change in Sinhala

    Sep 8, 2026Nevidu Jayatilleke, Nisansa de SilvaLow-Resource LanguagesDomain-Invariant Text Embeddings

  9. From Zero to Hero: An Open LLM Ecosystem for Armenian

    Sep 3, 2026Erik Arakelyan, Khatun Avetisyan, Meri Davtyan +5Arabic Natural Language ProcessingText Corpora

  10. Contextual Tamil Spelling and Grammar Correction Using Progressively Fine-Tuned Sequence-to-Sequence Transformers

    Sep 3, 2026Karthikeyan A, Jaya Nirmala S, Sangeetha Sivanesan +4Grammatical Error CorrectionLow-Resource Languages

  11. Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?

    Aug 31, 2026Nedjma Ousidhoum, Noopur Zambare, Mohamed AbdallaLow-Resource LanguagesMultilingual

  12. Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages?

    Aug 31, 2026Donghoon Han, SungHyun Moon, Aidyn Zhakatayev +2Vision-Language AlignmentLow-Resource Languages

  13. Seeing the Unseen: Visual Similarity for Pixel Language Model Adaptation

    Aug 31, 2026Ran Zhang, Miryam de Lhoneux, Wessel PoelmanCross-Lingual TransferVision-Language Model Adaptation

  14. More Capable, Less Faithful: A Multilingual Analysis of Mathematical (Un)Solvability Detection in LLMs

    Aug 31, 2026Maria-Eleni Zoumpoulidi, Nikolaos Xiros, Georgios ParaskevopoulosMathematical ReasoningMultilingual Reasoning

  15. Enhancing Low-Resource Language Reasoning via High-Resource Language Feature Transfer

    Aug 31, 2026Minju Song, Hyeon Hwang, Junhyun Lee +1Multilingual ReasoningCross-Lingual Transfer

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

    Aug 12, 2026Avijit Roy, Proma RoyLow-Resource LanguagesBangla

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

    Aug 12, 2026Rakib Ullah, Md. Ruhul Islam, Tanbir Ahmed +1DialectsNeural Machine Translation Models

  18. DonorRank: Donor Language Selection for Low-Resource Cross-Lingual Speech Recognition

    Aug 11, 2026Akriti Dhasmana, Aarohi Srivastava, David ChiangMultilingual Automatic Speech RecognitionLow-Resource Languages

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

    Aug 11, 2026Abigail Oppong, P Sam Sahil, Tadesse Destaw Belay +12Multilingual SafetyLarge Language Model Safety

  20. Seeds Before Objectives: Rethinking Evaluation for Low-Resource Garhwali ASR

    Aug 11, 2026Karamvir Singh Batra, Prathamjyot Singh, Ashima Sood +2Low-Resource LanguagesBert-Based Models

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

    Aug 10, 2026Avijit Roy, Proma Roy, Hrishitva PatelTokenizationLow-Resource Languages

  22. North Africa's Missing Framework: NLP-Driven Mental Healthcare in Algeria and Implications for Low-resource Settings

    Aug 9, 2026Meriem Laifa, Abdallah BengueddoudjMental HealthNatural Language Processing

  23. 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 +3Neural Machine Translation ModelsMultilingual Language Models

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

    Aug 5, 2026Peter Stefan, Peter J Barclay, Alistair LawsonNeologismsLow-Resource Languages

  25. Breaking the Curse of Multilinguality in Many-to-Many Speech-to-Text Translation via a Resource-Aware Mixture of Speech Encoders

    Aug 5, 2026Yexing Du, Kaiyuan Liu, Youcheng Pan +4Simultaneous Speech TranslationSpeech Translation

  26. 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 LanguagesLexicon

  27. The Morphological Core of Dungan: A Two-Dialect Finite-State Model and a Multi-Genre Evaluation

    Jul 30, 2026Anton M. Alekseev, Sergey I. NikolenkoMorphologyGrammaticality

  28. From Minds to Models: The Intersection of Psychology and LLM Behaviours

    Jul 30, 2026Oliver Guidetti, Reza RyanLarge Language Model BiasPsychology

  29. Toward a systematic method for identifying language areas

    Jul 28, 2026Hiram RingLinguisticsEnglish

  30. Systematic Analysis of Large Language Models and Transformer-Based Machine Translation for English-Tamil and Tamil-English Across Diverse Datasets

    Jul 27, 2026Sriharshaa S, Sangeetha Sivanesan, Jaya Nirmala SNeural Machine Translation ModelsMachine Translation

  31. Mwando: Leveraging AI to Preserve and Teach shiKomori

    Jul 26, 2026Naira Abdou Mohamed, Haidar Nassur Said Ali, Mohamed Hazra +2Low-Resource LanguagesTutors

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

    Jul 25, 2026Poornima Kumaresan, Pavithra Muruganantham, Lakshmi Rajendran +1Subword TokenizationByte-Pair Encoding

  33. Biomedical Machine Translation for Low-Resource Arabic-Script Languages via Cross-Lingual Transfer and LoRA Adapter Merging

    Jul 24, 2026Abdullah Alabdullah, Arash Eslamighayour, Sarp Harbalioglu +1Cross-Lingual TransferMachine Translation

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

    Jul 23, 2026Zhiheng Qian, Aini Li, Hai Hu +1Cross-Lingual AlignmentMultilingual Automatic Speech Recognition

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

    Jul 21, 2026Yiheng Wu, Jue Hou, Roman YangarberLow-Resource LanguagesMachine Translation

  36. Robust Assamese Speech Recognition through Controlled Fine-Tuning of Whisper Models

    Jul 19, 2026Ganapati Das, Dwipen Laskar, Hasin Afzal Ahmed +4Automatic Speech Recognition SystemsSpeech Large Language Models

  37. Similarity All The Way Up: Multilingual Generalization in LLMs Relies on Language-Level Similarity Structures

    Jul 18, 2026Supantho Rakshit, Adele Goldberg, Henry ConklinMultilingual Large Language ModelsStructural Generalization

  38. 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 NejdlMultilingual Language ModelsAfrican Languages

  39. 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 ShimojiNeologismsGrammaticality

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

    Jul 14, 2026Hielke Muizelaar, Giulia Rivetti, Marco Spruit +1Low-Resource LanguagesBert-Based Models

  41. 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 +5Low-Resource LanguagesMisinformation Detection

  42. GigaAM Multilingual: Foundation Model for Underrepresented Languages

    Jul 11, 2026Andrei Kuzmenko, Alexandr Maximenko, Aleksandr Kutsakov +5Multilingual Automatic Speech RecognitionLow-Resource Languages

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

    Jul 11, 2026Pravina Mylvaganam, Ting Dang, Eliathamby Ambikairajah +2Efficient Continual LearningLow-Resource Languages

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

    Jul 11, 2026Pravina Mylvaganam, Eliathamby Ambikairajah, Ting Dang +2Multilingual Automatic Speech RecognitionCross-Lingual Transfer

  45. Echoes Across Vietnam's Highlands, Delta, and Coast: A Multilingual Corpus for Cham, Khmer, and Tay-Nung

    Jul 9, 2026Anh Trac Duc Dinh, Khang Nhat Hoang Vo, Vinh Cong Doan +2Multilingual Language ModelsLow-Resource Languages

  46. Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation

    Jul 8, 2026Didula Samaraweera, Anjana Supun, Srinath PereraCode GenerationSmall Language Models

  47. LLMs Silently Correct African American English: Auditing and Mitigating Dialect Bias via Activation Steering

    Jul 7, 2026Huan Wu, Ali Emami, Muhammad Furquan Hassan +5Large Language Model BiasAfrican Languages

  48. From Sinhala to Dhivehi: Cross-Lingual Transfer Learning for Low-Resource Speech Recognition

    Jul 7, 2026Lukmal Ilyas, Nevidu JayatillekeMultilingual Automatic Speech RecognitionCross-Lingual Transfer

  49. PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages

    Jul 7, 2026Daryna Dementieva, Nikolay Babakov, Kathy Hämmerl +14Multilingual ReasoningMathematical Reasoning

  50. CoPiT: Cognitive Pivot Translation for Digraphic Low-Resource Mongolian in the Traditional Script

    Jul 7, 2026Burte Bayarsaikhan, Serynn Kim, Buru ChangMachine TranslationLow-Resource Languages

  51. Token Merging for Multilingual Speech Recognition: A Systematic Study Across Model Scale and Fine-Tuning

    Jul 7, 2026Dylan Luke HolyoakMultilingual Automatic Speech RecognitionLow-Resource Languages

  52. SalAngaBhava: A Sinhala Market Dataset for Aspect-based Sentiment Analysis

    Jul 6, 2026Lakshani Galwatta, Nisansa de Silva, Sarangi Aththanayake +1Natural Language DatasetsSentiment Analysis

  53. MORE: A Multilingual Document Parsing Benchmark and Evaluation

    Jul 3, 2026Long Xu, Binghong Wu, Tinghao Yu +6Multilingual BenchmarkMultilingual

  54. Challenges and Recommendations for LLM-as-a-Judge in Multilingual Settings and for Low-Resource Languages

    Jul 2, 2026A. Seza Doğruöz, Xixian Liao, Verena Blaschke +3Llm-As-A-JudgeLow-Resource Languages

  55. LV-ROVER-MLT: Low-Resource Maltese OCR by Multi-Stream Voting

    Jun 30, 2026Adam DarmaninWord Error RateLow-Resource Languages

  56. The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar

    Jun 24, 2026Ilseyar Alimova, Bogdan Monogov, Artyom Mazur +5DetoxificationLow-Resource Languages

  57. Neural Machine Translation for Low-Resource Tangkhul--English

    Jun 24, 2026Chormi Zimik Vashai, Agniva MaitiNeural Machine Translation ModelsLow-Resource Languages

  58. Poster: Exploring the Limits of Audio-Based Detection of Turkish Phone Call Scams

    Jun 23, 2026Arda Eren, Micheal Cheung, Youqian Zhang +2Audio Deepfake DetectionLow-Resource Languages

  59. QuechuaTok: Morphological Boundary Accuracy as a Necessary Metric for Tokenizer Evaluation in Agglutinative Low-Resource Languages

    Jun 22, 2026Maria ContrerasLegal Natural Language Processing BenchmarksLow-Resource Languages

  60. The Language Blind Spot: How Query Language and Brand Recognition Tier Shape AI-Constructed Brand Reputation Across Twelve European Languages

    Jun 22, 2026Dmitrij ŻatuchinBrand PairsLarge Language Model Bias