@proceedings{multipsyche-2026-1,
    title = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.0/",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{chalakova-etal-2026-soften,
    title = "Soften Resistance: Adaptive Therapeutic Policy Management for Disengaged Clients in Mental Health Support",
    author = "Chalakova, Hristina  and
      Mo, Yifan  and
      Sun, Xin  and
      Pei, Jiahuan",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.1/",
    pages = "1--14",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{correa-etal-2026-short,
    title = "When Short Responses Are Hard to Distinguish in Translation Audits",
    author = "Correa, Jo{\~a}o Victor M.  and
      Shiozawa, Pedro  and
      Ferreira, Victor Hierro Moraes  and
      Marinho, Emanoel Cristhian Le{\~a}o",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.2/",
    pages = "15--25",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{sun-2026-digital,
    title = "Digital Phenotyping Is Not a Shared Language: A Construct Audit of Public Mental-Health Datasets",
    author = "Sun, Zefeng",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.3/",
    pages = "26--34",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{oram-etal-2026-towards,
    title = "Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts",
    author = "Oram, Sneha  and
      Bhushan, Ojaswita  and
      Padole, Tejomay  and
      Awate, Suyash  and
      Bhattacharyya, Pushpak",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.4/",
    pages = "35--43",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{zaghouani-2026-label,
    title = "The Label-Translation Fallacy: A Four-Layer Validity Protocol for Multilingual Mental Health {NLP}",
    author = "Zaghouani, Wajdi",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.5/",
    pages = "44--54",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{li-etal-2026-beyond-binary,
    title = "Beyond Binary {ADHD} Classification: Multimodal Phenotyping in a Clinical Psychiatric Cohort",
    author = "Li, Siyu  and
      Perkoff, E. Margaret  and
      Ungar, Lyle",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.6/",
    pages = "55--68",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{du-etal-2026-maps,
    title = "{MAPS}: Robot-Mediated Multimodal Mental Health Screening for {C}hinese Adolescents",
    author = "Du, Zhicheng  and
      Liu, Yang  and
      Chen, Zheng  and
      Deng, Zhuo  and
      Xie, Zhaotian  and
      Xi, Wenji  and
      Yuan, Xi  and
      Liang, Zhen  and
      Yu, Dongmei  and
      Yan, Chenggang  and
      Ji, Jiansong  and
      Qin, Peiwu  and
      Chen, Zhenglin  and
      Ma, Lan",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.7/",
    pages = "69--79",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{sailamul-etal-2026-growth,
    title = "Growth Above All: Goals and Beneficiaries of {LLM} Silver Linings in {T}hai and {US} Settings",
    author = "Sailamul, Pachaya  and
      Ularntinon, Sirirat  and
      Yongsatianchot, Nutchanon",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.8/",
    pages = "80--104",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{alqahtani-diab-2026-cross,
    title = "Cross-Lingual and Cross-Genre Transfer for {A}rabic Schizophrenia Detection in Social Media",
    author = "Alqahtani, Amal  and
      Diab, Mona",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.9/",
    pages = "105--117",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{khoi-hoang-etal-2026-psi,
    title = "{PSI}-Bench: Interpretable and Clinically Meaningful Evaluation of Depression Patient Simulators",
    author = {Khoi Hoang, Nguyen  and
      Mehri, Shuhaib  and
      Hsu, Tse-An  and
      Sun, Yi-Jyun  and
      Truong, Quynh Xuan Nguyen  and
      Doan, Khoa D  and
      Hakkani-T{\"u}r, Dilek},
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.10/",
    pages = "118--144",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{salama-etal-2026-temporal,
    title = "Temporal Semantic Analysis of {A}rabic Mental-Health Discourse using Discrete Wavelet Transform",
    author = "Salama, Rana  and
      Alqahtani, Amal  and
      Diab, Mona  and
      Youssef, Abdou",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.11/",
    pages = "145--158",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{shen-etal-2026-overview,
    title = "Overview of the {P}sych{E}thics{E}val Shared Task at {M}ulti{P}syche 2026: Evaluating {LLM}s Against {A}ustralian Mental Health Ethics",
    author = "Shen, Yaling  and
      Wang, Zimu  and
      Fong, Stephanie  and
      Jiang, Yiwen  and
      Tang, Feilong  and
      Xu, Qingyang  and
      Zhao, Xiangyu  and
      Xu, Zhongxing  and
      Liu, Jiahe  and
      Hu, Jinpeng  and
      Ge, Zongyuan  and
      Dwyer, Dominic",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.12/",
    pages = "159--163",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{han-etal-2026-psyethosrag,
    title = "{P}sy{E}thos{RAG}: Prompting and Retrieval for Aligning {LLM}s with Mental Health Ethics",
    author = "Han, Nijia  and
      Zhang, Yu  and
      Meng, Jia  and
      Wang, Shuihua",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.13/",
    pages = "164--172",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{zhou-etal-2026-training,
    title = "Training-Free Ethics-Aware Prompting and Safety- and Identity-Aware Retrieval-Augmented Generation",
    author = "Zhou, Junjie  and
      Wang, Junran  and
      Tang, Ruize",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.14/",
    pages = "173--180",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{qi-2026-roleethic,
    title = "{R}ole{E}thic: Structured Prompting and Failure Analysis for Open-Ended Mental Health Ethics",
    author = "Qi, Meiyi",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.15/",
    pages = "181--185",
    ISBN = "979-8-89176-448-4"
}
@inproceedings{basu-2026-prompting,
    title = "Prompting-Based Evaluation of Compact Language Models for {A}ustralian Mental Health Ethics",
    author = "Basu, Subhrajyoti",
    editor = "Wang, Zimu  and
      Jiang, Yiwen  and
      Shen, Yaling  and
      Zhao, Xiangyu  and
      Fong, Stephanie  and
      Sun, Xin  and
      Zhou, Yi  and
      Ji, Shaoxiong  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    booktitle = "Proceedings of the 1st Workshop on Multimodal, Multilingual, and Multicultural Mental Health and Psychotherapy ({M}ulti{P}syche)",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.multipsyche-1.16/",
    pages = "186--193",
    ISBN = "979-8-89176-448-4"
}