Papers
Emoji Reactions on Telegram: Unreliable Indicators of Emotional Resonance
Serena Tardelli, Lorenzo Alvisi, Lorenzo Cima et al.
Council of LLMs: Evaluating Capability of Large Language Models to Annotate Propaganda
Vivek Sharma, Shweta Jain, Mohammad Shokri et al.
A Closed-Track System for Palestinian Arabic in the AMIYA Shared Task
Khaleel Hamad, Ahmad Al-Najjar
MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic
Rana Gaber, Yara Allam, Serag Amin et al.
NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning
Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du et al.
SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA
Hasan Alkhder, Mohammad Abboush
Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding
Abdulhai Alali, Abderrahmane Issam
Aladdin-FTI @ AMIYA Three Wishes for Arabic NLP: Fidelity, Diglossia, and Multidialectal Generation
Jonathan Mutal, Perla Al Almaoui, Simon Hengchen et al.
Do Large Language Models Adapt to Language Variation across Socioeconomic Status?
Elisa Bassignana, Mike Zhang, Dirk Hovy et al.
Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts
Sanjh Maheshwari, Aniket Singh Rajpoot, Oana Cocarascu et al.
OpenLID-v3: Improving the Precision of Closely Related Language Identification – An Experience Report
Mariia Fedorova, Nikolay Arefyev, Maja Buljan et al.
Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models
Ali Mekky, Mohamed El Zeftawy, Lara Hassan et al.
Syllable Structures Across Arabic Varieties
Abdelrahim Qaddoumi, Jordan Kodner, Salam Khalifa et al.
Regional Variation in the Performance of ASR Models on Croatian and Serbian
Tanja Samardžić, Peter Rupnik, Nikola Ljubešić
Bridging Dialectal Variation: A Phonetic Transcription Tool for Tamil
Ahrane Mahaganapathy, Sumirtha Karunakaran, Kavitha Navakulan et al.
How Should We Model the Probability of a Language?
Rasul Dent, Pedro Ortiz Suarez, Thibault Clérice et al.
Extending ASR Evaluation Resources for Modern Greek Dialects
Chara Tsoukala, Stavros Bompolas, Antigoni Margariti et al.
From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models
Abdulmuizz Khalak, Abderrahmane Issam, Gerasimos Spanakis
Building ASR Resources for the Hutsul Dialect of Ukrainian
Roman Kyslyi, Artem Orlovskyi, Pavlo Khomenko et al.
Indic-TunedLens: Interpreting Multilingual Models in Indian Languages
Mihir Panchal, Deeksha Varshney, Mamta . et al.
Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation
Abdullah Alabdullah, Lifeng Han, Chenghua Lin
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
Akriti Dhasmana, Aarohi Srivastava, David Chiang
On the Intelligibility of Romance Language Varieties: Spanish and Portuguese in Europe and America
Liviu P. Dinu, Ana Sabina Uban, Teodor-George Marchitan et al.
Onomasiological Sense Alignment Across Dialect Dictionaries. A Taxonomy-Constrained LLM Classification
Nathalie Mederake, Nico Urbach, Hanna Fischer et al.