@inproceedings{tseriotou-etal-2025-overview,
title = "Overview of the {CLP}sych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines",
author = "Tseriotou, Talia and
Chim, Jenny and
Klein, Ayal and
Shamir, Aya and
Dvir, Guy and
Ali, Iqra and
Kennedy, Cian and
Singh Kohli, Guneet and
Hills, Anthony and
Zirikly, Ayah and
Atzil-Slonim, Dana and
Liakata, Maria",
editor = "Zirikly, Ayah and
Yates, Andrew and
Desmet, Bart and
Ireland, Molly and
Bedrick, Steven and
MacAvaney, Sean and
Bar, Kfir and
Ophir, Yaakov",
booktitle = "Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2025)",
month = may,
year = "2025",
address = "Albuquerque, New Mexico",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2025.clpsych-1.16/",
doi = "10.18653/v1/2025.clpsych-1.16",
pages = "193--217",
ISBN = "979-8-89176-226-8",
abstract = "We provide an overview of the CLPsych 2025 Shared Task, which focuses on capturing mental health dynamics from social media timelines. Building on CLPsych 2022{'}s longitudinal modeling approach, this work combines monitoring mental states with evidence and summary generation through four subtasks: (A.1) Evidence Extraction, highlighting text spans reflecting adaptive or maladaptive self-states; (A.2) Well-Being Score Prediction, assigning posts a 1 to 10 score based on social, occupational, and psychological functioning; (B) Post-level Summarization of the interplay between adaptive and maladaptive states within individual posts; and (C) Timeline-level Summarization capturing temporal dynamics of self-states over posts in a timeline. We describe key findings and future directions."
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%0 Conference Proceedings
%T Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines
%A Tseriotou, Talia
%A Chim, Jenny
%A Klein, Ayal
%A Shamir, Aya
%A Dvir, Guy
%A Ali, Iqra
%A Kennedy, Cian
%A Singh Kohli, Guneet
%A Hills, Anthony
%A Zirikly, Ayah
%A Atzil-Slonim, Dana
%A Liakata, Maria
%Y Zirikly, Ayah
%Y Yates, Andrew
%Y Desmet, Bart
%Y Ireland, Molly
%Y Bedrick, Steven
%Y MacAvaney, Sean
%Y Bar, Kfir
%Y Ophir, Yaakov
%S Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2025)
%D 2025
%8 May
%I Association for Computational Linguistics
%C Albuquerque, New Mexico
%@ 979-8-89176-226-8
%F tseriotou-etal-2025-overview
%X We provide an overview of the CLPsych 2025 Shared Task, which focuses on capturing mental health dynamics from social media timelines. Building on CLPsych 2022’s longitudinal modeling approach, this work combines monitoring mental states with evidence and summary generation through four subtasks: (A.1) Evidence Extraction, highlighting text spans reflecting adaptive or maladaptive self-states; (A.2) Well-Being Score Prediction, assigning posts a 1 to 10 score based on social, occupational, and psychological functioning; (B) Post-level Summarization of the interplay between adaptive and maladaptive states within individual posts; and (C) Timeline-level Summarization capturing temporal dynamics of self-states over posts in a timeline. We describe key findings and future directions.
%R 10.18653/v1/2025.clpsych-1.16
%U https://aclanthology.org/2025.clpsych-1.16/
%U https://doi.org/10.18653/v1/2025.clpsych-1.16
%P 193-217
Markdown (Informal)
[Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines](https://aclanthology.org/2025.clpsych-1.16/) (Tseriotou et al., CLPsych 2025)
ACL
- Talia Tseriotou, Jenny Chim, Ayal Klein, Aya Shamir, Guy Dvir, Iqra Ali, Cian Kennedy, Guneet Singh Kohli, Anthony Hills, Ayah Zirikly, Dana Atzil-Slonim, and Maria Liakata. 2025. Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines. In Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2025), pages 193–217, Albuquerque, New Mexico. Association for Computational Linguistics.