Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages

Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor 2026-11 Association for Computational Linguistics Hengqin, China text conference publication 979-8-89176-445-3 mmlow-2026-main https://aclanthology.org/2026.mmlow-main.0/ Script Fragmentation and Format: What Drives the English-Bengali Performance Gap in Open LLMs? Shimanto Bhowmik author Tawsif Tashwar Dipto author Md Sazzad Islam author Sheryl Hsu author Tahsin Reasat author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 bhowmik-etal-2026-script https://aclanthology.org/2026.mmlow-main.1/ 2026-11 1 17 A Foundational Study of Multimodal Speech–Text Alignment in Malayalam Meharuniza Nazeem author Navaneeth S author Adithyakiran A S author Rajeev R R author Ashbi Biju author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 nazeem-etal-2026-foundational https://aclanthology.org/2026.mmlow-main.2/ 2026-11 18 27 A Retrieval-Augmented Generation Approach for Enhancing Pedagogical Support in Education Ramkumar N author Rajendran S author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 n-s-2026-retrieval https://aclanthology.org/2026.mmlow-main.3/ 2026-11 28 39 One Head, Three Transcripts: A Controlled Oracle-to-ASR Audit of Bangla Speech–Text Sentiment Analysis Md Raihan author Nilam Rajak author Kuntal Ghosh author Sathyanarayanan Dhorali author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 raihan-etal-2026-one https://aclanthology.org/2026.mmlow-main.4/ 2026-11 40 54 MOEZHI-GURU: Multi-Perspective Misogynistic Meme Detection via Multimodal Mixture of Experts Sekar M author Pranava Mohan author A Santhanavijayan author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 m-etal-2026-moezhi https://aclanthology.org/2026.mmlow-main.5/ 2026-11 55 63 Axiom@MMLow 2026: Cascaded Prompting with QLoRA-Tuned Qwen2-VL for Hierarchical Tamil Political Meme Classification Md. Ajwad Hossain author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 hossain-2026-axiom-mmlow https://aclanthology.org/2026.mmlow-main.6/ 2026-11 64 69 TVKS@MMLow 2026: Factorized Stance \times Target Classification of Tamil Political Memes with an Axis-Wise Multimodal Ensemble Kevin selva K author Thilagavathy R author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 k-r-2026-tvks https://aclanthology.org/2026.mmlow-main.7/ 2026-11 70 75 Projukti Kavalan@MMLow 2026: Weighted Visual Frame and Cross-modal Fusion for Misogynistic Video Detection in Dravidian Language Palaniraj I author Dwaipayan Dutta author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 i-dutta-2026-projukti https://aclanthology.org/2026.mmlow-main.8/ 2026-11 76 85 KEC@MMLow 2026: Multimodal Fusion for Hierarchical Tamil Political Meme Classification Asvitha RM author Amirthamozhi VS author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 rm-vs-2026-kec https://aclanthology.org/2026.mmlow-main.9/ 2026-11 86 90 CPSLab2@MMLow 2026: A Hierarchical Multimodal Framework with Stratified K-Fold Training for Political Meme Classification Anika Srivastava author Vishal Kumar author Harshita Sharma author Nitisha Aggarwal author Geetika Jain Saxena author Amit Pundir author Sanjeev Singh author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 srivastava-etal-2026-cpslab2 https://aclanthology.org/2026.mmlow-main.10/ 2026-11 91 96 CPS Lab 1@MMLow 2026: Hierarchical Multimodal Classification of Tamil Political Memes via Logit-Conditioned Stance-Target Prediction Vishal Kumar author Anika Srivastava author Harshita Sharma author Nitisha Aggarwal author Geetika Jain Saxena author Amit Pundir author Sanjeev Singh author 2026-11 text Proceedings of the Fifth Workshop on Multimodal Machine Learning in Low-resource Languages Rahul Ponnusamy editor Prasanna Kumar Kumaresan editor Saranya Rajiakodi editor Premjith B editor Shunmuga Priya MC editor Abirami Murugappan editor Jyothish Lal G editor Sowmya V editor Bharathi Raja Chakravarthi editor Association for Computational Linguistics Hengqin, China conference publication 979-8-89176-445-3 kumar-etal-2026-cps https://aclanthology.org/2026.mmlow-main.11/ 2026-11 97 102