Dialects

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7 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

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  1. BanglaDial-Abuse: A Corpus-Grounded Dataset for Regional Dialect Identification in Abusive Bangla Text

    Oct 1, 2026Hasin Almas SifatBanglaDialects

    Department of Computer Science American International University-Bangladesh Dhaka, Bangladesh

  2. CARDAMOM: A Micro-Dialectal Arabic Speech Dataset for ASR

    Sep 28, 2026Bashar Talafha, Samar M. Magdy, Aisha Alansari +36DialectsMultilingual Automatic Speech Recognition

    The University of British Columbia · King Fahd University of Petroleum and Minerals · Al al-Bayt University +13

  3. VietPrism: A large-scale Vietnamese speech and deepfake corpus with diverse dialects and code-switching

    Sep 24, 2026Minh Hoang, Thai LeSpeakerEnvironmental Sound Deepfake Detection

    Independent Researcher · Indiana University, Bloomington, USA

  4. Some Dialects Are More Equal Than Others: Non-Prestigious Arabic Dialectal Bias in LLMs

    Sep 21, 2026Mai Mohamed Eida, Ryan Dolan, Paul de Nijs +1DialectsArabic

    University of Illinois Urbana Champaign

  5. From a River in Gilead to the Inference Distributions of Large Language Models: Covert Dialect Bias and Linguistic Profiling at Scale

    Sep 16, 2026Chowdhury Mohammad Abdullah, Rita OrjiLarge Language Model BiasDialects

    Faculty of Computer Science, Dalhousie University Halifax, NS, Canada

  6. Portable Semantics, Private Dialects: Reuse and Negative Transfer in Latent Communication Between Language-Model Cells

    Sep 12, 2026Narcis MarincatLanguage PairsLanguage Modeling

    Independent researcher.

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

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

    BRAC University · Penta Global Limited · University of Central Florida +1

  8. BavGround: A Benchmark for Regional Cultural Grounding and Dialect Competence in Bavarian

    Aug 13, 2026Jophin John, Michael Hoffmann, Jan Fillies +2Multilingual BenchmarkDialects

    Leibniz Supercomputing Centre (LRZ), Garching, Germany · Stanford University, Stanford, California, USA · Freie Universität Berlin, Germany +2

  9. 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

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

  10. How Robust Are LLMs to Vietnamese Dialects?

    Aug 11, 2026Minh Tran, Trinh Chau, Thanh-Nhan Le +4DialectsNatural Language Inference

    University of Science, VNU-HCM · VNU University of Engineering and Technology · New York University Abu Dhabi +4

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

    Aug 8, 2026Yi Shu, Tianyu Peng, Yingzhuo Deng +5DialectsSelf-Supervised Speech Models

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

  12. Different Perturbations, Different Mechanisms: Understanding Continued Pre-training for Zero-Shot Dialect Robustness

    Aug 6, 2026Aarohi Srivastava, David ChiangDialectsMultilingual Language Models

    Computer Science and Engineering University of Notre Dame Notre Dame, IN, USA

  13. Romanized Arabic Across Dialects: Views, Usage Patterns, and Linguistic Variation

    Aug 3, 2026Amr Keleg, Ahmed Amine Ben Abdallah, Taha Yassine +3ArabicDialects

    MBZUAI · Cedar Rose · Independent Researcher +3

  14. ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety Classification

    Aug 2, 2026Wajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous +1Arabic Natural Language ProcessingArabic

    Northwestern University in Qatar, Qatar · Hamad Bin Khalifa University, Qatar

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

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

    St. Petersburg Department of the Steklov Mathematical Institute, RAS · St. Petersburg State University · Kyrgyz State Technical University named after I. Razzakov

  16. Learning the Arabic Dialect Continuum as a Continuous Space: A Regression Approach to Speaker Origin Prediction

    Jul 22, 2026Mohamed Aziz Khadraoui, Adel Ammar, Bilel Benjdira +3DialectsArabic

    Higher School of Communication of Tunis (SUP’COM), Tunisia · Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, Saudi Arabia

  17. Benchmarking Human and Automatic Speech Recognition of Diverse Speech: Initial Results

    Jul 21, 2026Ilse Huisman, Rares Popa, Yuanyuan Zhang +1Automatic Speech Recognition EvaluationAutomatic Speech Recognition

    Multimedia Computing Group Delft University of Technology Delft, the Netherlands

  18. DiaLLM: An Investigation into the Robustness-Generation Gap in English Dialect Adaptation

    Jul 8, 2026Jordan Painter, Dipankar Srirag, Adarsh Kappiyath +3DialectsLarge Language Model Adaptation

    Institute for People-Centred AI, University of Surrey, Surrey, United Kingdom · University of New South Wales, Sydney, Australia

  19. 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 BiasDialects

    1York University · 2Vector Institute · Connected Minds +6

  20. Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs

    Jul 4, 2026Kareem Elozeiri, Mervat Abassy, Omar Kallas +4Arabic Natural Language ProcessingDialects

    1Mohamed bin Zayed University of Artificial Intelligence · 2Qatar Computing Research Institute, Hamad Bin Khalifa University · 3Tohoku University +1

  21. Jointly Improving Dialect Identification and ASR in Indian Languages using Multimodal Feature Fusion

    Jul 3, 2026Saurabh Kumar, Amartyaveer, Prasanta Kumar GhoshMultilingual Automatic Speech RecognitionAutomatic Speech Recognition

    Department of Electrical Engineering, Indian Institute of Science, Bangalore, India

  22. Probing in the Wild: A Case Study of Self-Supervised Speech Representations on Mandarin Sub-dialects with Unsupervised Articulatory Analysis

    Jun 24, 2026Shu Shang, Fuliang Weng, Zeqian Hu +1Self-Supervised Speech ModelsArticulatory

    Fudan University, China · Logos & Dialogos, US

  23. Evaluating Japanese Dialect Robustness Across Speech and Text-based Large Language Models

    Jun 24, 2026Tomoya Mizumoto, Yusuke Fujita, Hao Shi +3DialectsSpeech Language Models

    SB Intuitions, Tokyo, Japan

  24. Speech-Driven End-to-End Language Discrimination towards Chinese Dialects

    Jun 17, 2026Fan Xu, Jian Luo, MingWen Wang +1DialectsText Corpora

    Jiangxi normal university, China · Soochow university, China

  25. P3B3: A Multi-Turn Conversational Benchmark for Measuring European and Brazilian Portuguese Variety Bias in LLMs

    Jun 15, 2026Rafael Ferreira, Inês Vieira, Inês Calvo +6Multilingual BenchmarkPortuguese

    NOVA University of Lisbon, Portugal · NOVA LINCS

  26. An End-to-End Hybrid Framework for Rumour Detection in Low-Resources Algerian Dialect

    Jun 11, 2026Dihia Lanasri, Fatima BenbarekArabicDialects

    ATM Mobilis, USTHB Algiers, Algeria

  27. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiArabic Natural Language ProcessingEmotion Recognition

    aADASCA Laboratory – Advanced Data Science and Cognitive Applications, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf (USTO-MB), Oran, Algeria

  28. UniQL: Towards Dialect-Universal Benchmarking for Text-to-SQL

    Jun 6, 2026Jianling Gao, Chongyang Tao, Jiayuan Bai +7Text-To-SqlDialects

    1SKLCCSE, Beihang University · 2The University of Hong Kong

  29. The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation

    Jun 4, 2026Wajdi ZaghouaniDialectsLinguistics

    Northwestern University in Qatar

  30. PolySpeech-100: A Large-Scale Benchmark for Speech Understanding Across 100+ Languages and Dialects

    May 31, 2026Sicheng Yang, Shulan Ruan, Shiwei Wu +4Multilingual Automatic Speech RecognitionDialects

    Shenzhen International Graduate School, Tsinghua University Shenzhen, China · Department of Electronic Engineering, Tsinghua University Beijing, China · JD AI Research Beijing, China

  31. Phonetic Modeling of Dialectal Variation in Vietnamese Speech

    May 23, 2026Quan Ngoc Hoang, Long Hoang Huu Nguyen, Nghia Hieu Nguyen +2Grapheme-To-PhonemeDialects

    4Vietnam National University, Ho Chi Minh city, Vietnam

  32. Side-by-side Comparison Amplifies Dialect Bias in Language Models

    May 23, 2026Kritee Kondapally, Claire J. Smerdon, Pooja C. Patel +5Large Language Model BiasDialects

    University of Southern California, USA

  33. Linear Semantic Segmentation for Low-Resource Spoken Dialects

    May 7, 2026Kirill Chirkunov, Younes Samih, Abed Alhakim Freihat +1DialectsArabic

    Mohamed bin Zayed University of Artificial Intelligence · IBM Research AI

  34. Cultural Benchmarking of LLMs in Standard and Dialectal Arabic Dialogues

    Apr 30, 2026Muhammad Dehan Al Kautsar, Saeed Almheiri, Momina Ahsan +13Arabic Natural Language ProcessingArabic

    Mohamed bin Zayed University of Artificial Intelligence · IBM Research AI · American University in the Emirates

  35. Resource-Lean Lexicon Induction for German Dialects

    Apr 26, 2026Robert Litschko, Barbara Plank, Diego FrassinelliDialectsGerman

    MaiNLP, Center for Information and Language Processing, LMU Munich, Germany · Munich Center for Machine Learning (MCML), Munich, Germany

  36. Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles

    Apr 22, 2026Irti Haq, Belén SaldíasLarge Language Model BiasLarge Language Model Safety

    University of Washington, USA

  37. Language, Place, and Social Media: Geographic Dialect Alignment in New Zealand

    Apr 17, 2026Sidney WongDialectsLinguistics

    University of Canterbury

  38. DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects

    Apr 7, 2026Jason Lucas, Matt Murtagh, Ali Al-Lawati +3DialectsMultilingual Benchmark

    The Pennsylvania State University, USA · Trinity College Dublin, Ireland · MIT Lincoln Laboratory, USA

  39. 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 +1DialectsLarge Language Model Bias

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

  40. SalamahBench: Dialect and Category Level Safety Evaluation of Arabic Language Models

    Feb 3, 2026Omar Abdelnasser, Fatemah Alharbi, Khaled Khasawneh +2Arabic Natural Language ProcessingArabic

    Compumacy for Artificial Intelligence Solutions, Cairo, Egypt · Computer Science Department, College of Computer Science and Engineering, Taibah University, Yanbu 46522, KSA · Electrical and Computer Engineering Department, George Mason University, VA, USA +2

  41. Fine PT-PT Web: A High-Quality 41 Billion Tokens Data Collection of the European Portuguese Web

    Date pendingGonçalo Vinagre, Rui Pedro Guerra, Pedro Gomes +7Text CorporaPortuguese

    NOVA School of Science and Technology · NOVA LINCS · Fundação para a Ciência e Tecnologia +2