Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning

Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor 2026-11 Association for Computational Linguistics Hengqin, Zhuhai, China text conference publication 979-8-89176-449-1 multi-lll-2026-1 https://aclanthology.org/2026.multilll-1.0/ WrAFT: A Modularized Automated Writing Evaluation System for L2 Argumentative Essays Adnan Labib author Yixuan Huang author Jiahui Wu author John Maurice Gayed author Zheng Yuan author Qiao Wang author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 labib-etal-2026-wraft https://aclanthology.org/2026.multilll-1.1/ 2026-11 1 18 Beyond Accuracy: What Language-Subspace Interventions Capture, Remove, and Improve Shaanil Punglia author Dadhichi Telwadkar author Vaibhav Rathore author Siddharth Sureka author Neha Bhargava author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 punglia-etal-2026-beyond https://aclanthology.org/2026.multilll-1.2/ 2026-11 19 32 Ground Before Correcting: Evidence-Guided Visual Chinese Grammatical Error Correction at Multi-LLL 2026 Xiaochuan Xie author Keran Huang author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 xie-huang-2026-ground https://aclanthology.org/2026.multilll-1.3/ 2026-11 33 46 Cross-Lingual TTS for Indian Languages: A Benchmark and Inference-Time Duration Estimation Strategies Adarsh Arigala author Arjun Gangwar author Srinivasan Umesh author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 arigala-etal-2026-cross https://aclanthology.org/2026.multilll-1.6/ 2026-11 47 55 Rewrites Are Not Lessons: Teachable Edits as an Output Specification for Multimodal Language Learning Wajdi Zaghouani author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 zaghouani-2026-rewrites https://aclanthology.org/2026.multilll-1.7/ 2026-11 56 64 A Multi-Modal Interactive Narrative Game for French-Speaking Primary School Learners Qiao Wang author Adnan Labib author Thierry Geoffre author Yixuan Huang author Zheng Yuan author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 wang-etal-2026-multi https://aclanthology.org/2026.multilll-1.8/ 2026-11 65 76 A Training-Free Single-Pass Vision–Language Pipeline for Sentence-Level Visual Chinese Grammatical Error Correction Lexuan Zhang author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 zhang-2026-training https://aclanthology.org/2026.multilll-1.9/ 2026-11 77 83 Outlining an Experiment Design of Gamifying Language Learning in Low-Resource Contexts: Kurdish Learning in University, Language Courses, and on Web-Based Applications Quánzī Mǎ author Christian Schuler author Xueqing Zhang author Meiyi Chen author Mahîr Dogan author Raman Ahmad author Tomohiro Nagashima author Timo Baumann author Josef Van Genabith author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 ma-etal-2026-outlining https://aclanthology.org/2026.multilll-1.10/ 2026-11 84 93 Clean Evaluations on Contaminated Visual Language Models Hongyuan Lu author Shujie Miao author Wai Lam author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 lu-etal-2026-clean https://aclanthology.org/2026.multilll-1.11/ 2026-11 94 99 Audio Representation Learning and Downstream Task Modeling: A Survey Kaihong Wang author Liang He author 2026-11 text Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning Xiaoman Wang editor Qianyu Wang editor Zhengyuan Liu editor Nancy F Chen editor Zheng Yuan editor Yunshi Lan editor Jing Jiang editor Association for Computational Linguistics Hengqin, Zhuhai, China conference publication 979-8-89176-449-1 wang-he-2026-audio https://aclanthology.org/2026.multilll-1.12/ 2026-11 100 130