@proceedings{mmloso-ws-2025-1,
    title = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.0/",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{pado-thomas-2025-artwork,
    title = "Artwork Interpretation with Vision Language Models: A Case Study on Emotions and Emotion Symbols",
    author = "Pad{\'o}, Sebastian  and
      Thomas, Kerstin",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.1/",
    pages = "1--12",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{sakajo-etal-2025-toward,
    title = "Toward Automatic Safe Driving Instruction: A Large-Scale Vision Language Model Approach",
    author = "Sakajo, Haruki  and
      Takato, Hiroshi  and
      Tsutsui, Hiroshi  and
      Soda, Komei  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.2/",
    pages = "13--24",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{nakai-etal-2025-treplina,
    title = "{TR}ep{L}i{N}a: Layer-wise {CKA}+{REPINA} Alignment Improves Low-Resource Machine Translation in Aya-23 8{B}",
    author = "Nakai, Toshiki  and
      Chikkala, Ravikiran  and
      Oberkircher, Lena  and
      Jennings, Nicholas  and
      Skachkova, Natalia  and
      Anikina, Tatiana  and
      Alabi, Jesujoba Oluwadara",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.3/",
    pages = "25--34",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{mohiuddin-etal-2025-memeguard,
    title = "{M}eme{G}uard: Transformer-Based Fusion for Multimodal Propaganda Detection in Low-Resource Social Media Memes",
    author = "Mohiuddin, Md.  and
      Ahmed, Kawsar  and
      Ahsan, Shawly  and
      Hoque, Mohammed Moshiul",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.4/",
    pages = "35--47",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{tang-jacob-2025-language,
    title = "Language as a Label: Zero-Shot Multimodal Classification of Everyday Postures under Data Scarcity",
    author = "Tang, MingZe  and
      Jacob, Jubal Chandy",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.5/",
    pages = "48--57",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{al-sefat-2025-bengalifig,
    title = "{B}engali{F}ig: A Low-Resource Challenge for Figurative and Culturally Grounded Reasoning in {B}engali",
    author = "Al Sefat, Abdullah",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.6/",
    pages = "58--77",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{kurian-etal-2025-domain,
    title = "Domain-Specific Adaptation for {ASR} through Text-Only Fine-Tuning",
    author = "Kurian, Betty  and
      Upadhyay, Abhinav  and
      Sengupta, Abhijeet",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.7/",
    pages = "78--85",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{baghel-etal-2025-towards,
    title = "Towards Blind and Low-Vision Accessibility of Lightweight {VLM}s and Custom {LLM}-Evals",
    author = "Baghel, Shruti Singh  and
      Rathore, Yash Pratap Singh  and
      Pradhan, Anurag  and
      Jena, Sushovan  and
      Bhavsar, Arnav  and
      Shukla, Amit  and
      Goyal, Pawan",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.8/",
    pages = "86--94",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{singh-etal-2025-evaluating,
    title = "Evaluating {I}ndic{T}rans2 and {B}y{T}5 for {E}nglish{--}{S}antali Machine Translation Using the Ol Chiki Script",
    author = "Singh, Kshetrimayum Boynao  and
      Ekbal, Asif  and
      Pakray, Partha",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.9/",
    pages = "95--100",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{raj-2025-challenge,
    title = "Challenge Track: {L}o{RA}s in All Directions: Directional Adapters and Noisy-Channel Reranking for {I}ndic {MT}",
    author = "Raj, Sajay",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.10/",
    pages = "101--105",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{kamau-2025-challenge,
    title = "Challenge Track: Breaking Language Barriers: Adapting {NLLB}-200 and m{BART} for Bhilli, {G}ondi, {M}undari, and {S}antali Without Source Language Proficiency",
    author = "Kamau, Paul",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.11/",
    pages = "106--108",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{kanojia-2025-challenge,
    title = "Challenge Track: Divide and Translate: Parameter Isolation with Encoder Freezing for Low-Resource {I}ndic {NMT}",
    author = "Kanojia, Vaibhav",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.12/",
    pages = "109--113",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{minh-etal-2025-challenge,
    title = "Challenge Track: {JHARNA}-{MT}: A Copy-Augmented Hybrid of {L}o{RA}-Tuned {NLLB} and Lexical {SMT} with Minimum {B}ayes Risk Decoding for Low-Resource {I}ndic Languages",
    author = "Minh, Dao Sy Duy  and
      Huynh, Trung Kiet  and
      Nguyen, Tran Chi  and
      Lam, Phu Quy Nguyen  and
      Pham, Phu-Hoa  and
      Dương, Nguyễn {\DJ}{\`i}nh H{\`a}  and
      Dinh, Dien  and
      Nguyen, Long HB",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.13/",
    pages = "114--120",
    ISBN = "979-8-89176-311-1"
}
@inproceedings{singh-etal-2025-findings-mmloso,
    title = "Findings of the {MML}o{S}o 2025 Shared Task on Machine Translation into Tribal Languages",
    author = "Singh, Pooja  and
      Chatterjee, Sandeep  and
      Cheema, Gullal S.  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy  and
      Kumar, Sandeep  and
      Shukla, Ankita",
    editor = "Shukla, Ankita  and
      Kumar, Sandeep  and
      Bedi, Amrit Singh  and
      Chakraborty, Tanmoy",
    booktitle = "Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.mmloso-1.14/",
    pages = "121--129",
    ISBN = "979-8-89176-311-1"
}