Dialects

Ask about this topic

Recent momentum

-37%

5 papers in the last 28 days · 0.1% of indexed attention

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

Weekly history

Recent digests

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

Period ending 2026-09-21

1 new paper

A weekly snapshot of new work published in Dialects.

Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Dialects.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Dialects.

38 papers

Latest in Dialects

Open your feed →
CardsList

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

    Sep 21, 2026Mai Mohamed Eida, Ryan Dolan, Paul de Nijs +1Arabic Natural Language ProcessingDialects

  2. 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

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

    Sep 12, 2026Narcis MarincatEnglishTraining Language Models

  4. Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue Translation

    Sep 9, 2026Nada Esmaeil, Fathima Rena, Sibi Subhash +4Arabic Natural Language ProcessingDialects

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

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

  6. Translation as a Decision Space: A Multi-Agent Perspective on Low-Resource Dialect Generation

    Sep 3, 2026Hasan Alkhder, Mohammad Abboush, Igor Tchappi +2Neural Machine Translation ModelsDialects

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

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

  8. 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

  9. How Robust Are LLMs to Vietnamese Dialects?

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

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

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

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

    Aug 6, 2026Aarohi Srivastava, David ChiangDialectsMultilingual Language Models

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

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

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

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

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

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

  15. 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

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

    Jul 8, 2026Jordan Painter, Dipankar Srirag, Adarsh Kappiyath +3DialectsEnglish

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

    Jul 4, 2026Kareem Elozeiri, Mervat Abassy, Omar Kallas +4DialectsArabic Natural Language Processing

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

    Jul 3, 2026Saurabh Kumar, Amartyaveer, Prasanta Kumar GhoshDialectsDiscrete Speech Representations

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

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

  20. Low-resource Language Discrimination Towards Chinese Dialects with Transfer learning and Data Augmentation

    Jun 17, 2026Fan Xu, Yangjie Dan, Keyu Yan +2DialectsLlm-Based Automatic Speech Recognition

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

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

  22. 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

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

    Jun 11, 2026Dihia Lanasri, Fatima BenbarekArabicDialects

  24. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiEmotion RecognitionWav2Vec

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

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

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

    Jun 4, 2026Wajdi ZaghouaniDialectsConcept Erasure

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

    May 31, 2026Sicheng Yang, Shulan Ruan, Shiwei Wu +4Speech Large Language ModelsDialects

  28. Phonetic Modeling of Dialectal Variation in Vietnamese Speech

    May 23, 2026Quan Ngoc Hoang, Long Hoang Huu Nguyen, Nghia Hieu Nguyen +2Phoneme-Level AnalysisDialects

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

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

  30. Dolphin-CN-Dialect: Where Chinese Dialects Matter

    May 9, 2026Yangyang Meng, Huihang Zhong, Guodong Lin +6DialectsSubword Tokenization

  31. Linear Semantic Segmentation for Low-Resource Spoken Dialects

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

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

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

  33. Resource-Lean Lexicon Induction for German Dialects

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

  34. 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

  35. "This Wasn't Made for Me": Recentering User Experience and Emotional Impact in the Evaluation of ASR Bias

    Apr 22, 2026Siyu Liang, Alicia Beckford WassinkAutomatic Speech Recognition SystemsUsability

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

    Apr 17, 2026Sidney WongDialectsSocial Media

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

    Apr 7, 2026Jason Lucas, Matt Murtagh, Ali Al-Lawati +3DialectsHate Speech

  38. 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