Proceedings of the 10th Widening NLP Workshop

Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-472-9 winlp-2026-main https://aclanthology.org/2026.winlp-main.0/ Tug-of-War Tuning: Capacity and Cross-Lingual Transfer in Zero-Shot NER Tanushree Ravindra Pratap Yadav author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 yadav-2026-tug https://aclanthology.org/2026.winlp-main.1/ 2026-10 1 9 Beyond Calibration: Temporal LLM Confidence Assessment Across Languages and Local Settings Sahil Kale author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 kale-2026-beyond https://aclanthology.org/2026.winlp-main.2/ 2026-10 10 19 AmharicStoryQA: A Multicultural Story Question Answering Benchmark in Amharic Israel Abebe Azime author Abenezer Angamo author Hana Mekonen Tamiru author Dagnachew Mekonnen Marilign author Philipp Slusallek author Seid Muhie Yimam author Dietrich Klakow author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 azime-etal-2026-amharicstoryqa https://aclanthology.org/2026.winlp-main.3/ 2026-10 20 36 What Improves Multimodal Misinformation Detection? Answers from a Large-Scale Empirical Study Akshit Sharma author Prashant W Patil author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 sharma-patil-2026-improves https://aclanthology.org/2026.winlp-main.4/ 2026-10 37 47 How Well Does It Generalize? A Robustness Study of Hausa Machine-Generated Text Detection Abdulhamid Abubakar author Faisal Muhammad Adam author Shamsuddeen Hassan Muhammad author Abubakar Auwal Khalid author Babangida Sani author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 abubakar-etal-2026-well https://aclanthology.org/2026.winlp-main.5/ 2026-10 48 60 The Energy-Accuracy Frontier: Benchmarking SNNs on Low-Resource Indian Linguistic Tasks Priyam Saha author Debiprasanna Sahoo author Abhik Jana author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 saha-etal-2026-energy https://aclanthology.org/2026.winlp-main.6/ 2026-10 61 67 AmhTTS: A Low-Resource Amharic Text-to-Speech System Walelign Tewabe Sewunetie author Rahel Mekonen Tamiru author Israel D Gebru author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 sewunetie-etal-2026-amhtts https://aclanthology.org/2026.winlp-main.7/ 2026-10 68 76 Marker Signal Void: Linguistic Deception Fingerprinting and Transformer Benchmarking on a Domain-Stratified Bangla Rumour Corpus Farzana Zahid Manoshi author Sadman Bin Rashid author Israt Jahan Anika author Md. Rakibul Islam author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 manoshi-etal-2026-marker https://aclanthology.org/2026.winlp-main.8/ 2026-10 77 86 Does Live Browser Context Improve LLM-Assisted End-to-End Test Script Repair? An Empirical Study of Playwright MCP Divi Galih Prasetyo Putri author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 putri-2026-live https://aclanthology.org/2026.winlp-main.9/ 2026-10 87 95 Assessing Large Language Models as Automated Writing Evaluation and Feedback Tools: A Human-AI Agreement Study on L2 English Writing Kowshik Saha author Moyen Uddin author Md Tanvirul Islam Turad author Mizanur Rahman author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 saha-etal-2026-assessing https://aclanthology.org/2026.winlp-main.10/ 2026-10 96 104 Improved Personalized Typing Predictions via Long Left Context Soufia Bahmani author Keith Vertanen author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 bahmani-vertanen-2026-improved https://aclanthology.org/2026.winlp-main.11/ 2026-10 105 120 Do Multilingual Encoders Produce Language-Consistent Semantic IDs? Abhinav Bohra author Anuj Bohra author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 bohra-bohra-2026-multilingual https://aclanthology.org/2026.winlp-main.12/ 2026-10 121 127 When a Name Is Not a Name: A Benchmark Dataset and Distilled Reasoning for Culturally Entangled Bangla Homographs in Low-Resource LLMs Md. Asaduzzaman Shuvo author Md. Adnanul Islam author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 shuvo-islam-2026-name https://aclanthology.org/2026.winlp-main.13/ 2026-10 128 140 ASCRIBE: Atomic and Significance-Based Reasoning for Thai Clinical SOAP Note Generation Tarm Kalavantavanich author Teerawut Ponarchar author Pattaramanee Arsomngern author Jenta Wonglertsakul author Watcharakorn Chuthong author Chiraphat Boonnag author Knot Pipatsrisawat author Titipat Achakulvisut author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 kalavantavanich-etal-2026-ascribe https://aclanthology.org/2026.winlp-main.14/ 2026-10 141 172 KuMMLU: A Multitask Language Understanding Benchmark for Central Kurdish Akam Nawzad author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 nawzad-2026-kummlu https://aclanthology.org/2026.winlp-main.15/ 2026-10 173 180 A Theoretical Model of Hallucinations in NLP Large Language Models Vicente Ivan Sanchez Carmona author Yuming Zhang author Junyu Zhou author Shanshan Jiang author Bin Dong author 2026-10 text Proceedings of the 10th Widening NLP Workshop Chen Zhang editor Emily Allaway editor Meryem M’hamdi editor Peerat Limkonchotiwat editor Richard He Bai editor Santosh T.Y.S.S. editor Surendrabikram Thapa editor Yinqiao Li editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-472-9 sanchez-carmona-etal-2026-theoretical https://aclanthology.org/2026.winlp-main.16/ 2026-10 181 207