Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor 2024-03 Association for Computational Linguistics St. Julians, Malta text conference publication clpsych-2024-linguistics 10.18653/v1/2024.clpsych-1.0 https://aclanthology.org/2024.clpsych-1.0/ Assessing Motivational Interviewing Sessions with AI-Generated Patient Simulations Stav Yosef author Moreah Zisquit author Ben Cohen author Anat Klomek Brunstein author Kfir Bar author Doron Friedman author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication yosef-etal-2024-assessing 10.18653/v1/2024.clpsych-1.1 https://aclanthology.org/2024.clpsych-1.1/ 2024-03 1 11 Delving into the Depths: Evaluating Depression Severity through BDI-biased Summaries Mario Ezra Aragón author Javier Parapar author David E Losada author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication aragon-etal-2024-delving 10.18653/v1/2024.clpsych-1.2 https://aclanthology.org/2024.clpsych-1.2/ 2024-03 12 22 How Can Client Motivational Language Inform Psychotherapy Agents? Van Hoang author Eoin Rogers author Robert Ross author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication hoang-etal-2024-client 10.18653/v1/2024.clpsych-1.3 https://aclanthology.org/2024.clpsych-1.3/ 2024-03 23 40 Linguistic markers of schizophrenia: a case study of Robert Walser Ivan Nenchev author Tatjana Scheffler author Marie de la Fuente author Heiner Stuke author Benjamin Wilck author Sandra Anna Just author Christiane Montag author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication nenchev-etal-2024-linguistic 10.18653/v1/2024.clpsych-1.4 https://aclanthology.org/2024.clpsych-1.4/ 2024-03 41 60 Therapist Self-Disclosure as a Natural Language Processing Task Natalie Shapira author Tal Alfi-Yogev author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication shapira-alfi-yogev-2024-therapist 10.18653/v1/2024.clpsych-1.5 https://aclanthology.org/2024.clpsych-1.5/ 2024-03 61 73 Ethical thematic and topic modelling analysis of sleep concerns in a social media derived suicidality dataset Martin Orr author Kirsten Van Kessel author David Parry author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication orr-etal-2024-ethical 10.18653/v1/2024.clpsych-1.6 https://aclanthology.org/2024.clpsych-1.6/ 2024-03 74 91 Automatic Annotation of Dream Report’s Emotional Content with Large Language Models Lorenzo Bertolini author Valentina Elce author Adriana Michalak author Hanna-Sophia Widhoelzl author Giulio Bernardi author Julie Weeds author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication bertolini-etal-2024-automatic 10.18653/v1/2024.clpsych-1.7 https://aclanthology.org/2024.clpsych-1.7/ 2024-03 92 107 Explainable Depression Detection Using Large Language Models on Social Media Data Yuxi Wang author Diana Inkpen author Prasadith Kirinde Gamaarachchige author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication wang-etal-2024-explainable 10.18653/v1/2024.clpsych-1.8 https://aclanthology.org/2024.clpsych-1.8/ 2024-03 108 126 Analysing relevance of Discourse Structure for Improved Mental Health Estimation Navneet Agarwal author Gaël Dias author Sonia Dollfus author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication agarwal-etal-2024-analysing 10.18653/v1/2024.clpsych-1.9 https://aclanthology.org/2024.clpsych-1.9/ 2024-03 127 132 Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis Matthew Matero author Huy Vu author August Nilsson author Syeda Mahwish author Young Min Cho author James McKay author Johannes Eichstaedt author Richard Rosenthal author Lyle Ungar author H Andrew Schwartz author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication matero-etal-2024-using 10.18653/v1/2024.clpsych-1.10 https://aclanthology.org/2024.clpsych-1.10/ 2024-03 133 144 Prevalent Frequency of Emotional and Physical Symptoms in Social Anxiety using Zero Shot Classification: An Observational Study Muhammad Rizwan author Jure Demšar author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication rizwan-demsar-2024-prevalent 10.18653/v1/2024.clpsych-1.11 https://aclanthology.org/2024.clpsych-1.11/ 2024-03 145 152 Comparing panic and anxiety on a dataset collected from social media Sandra Mitrović author Oscar William Lithgow-Serrano author Carlo Schillaci author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication mitrovic-etal-2024-comparing 10.18653/v1/2024.clpsych-1.12 https://aclanthology.org/2024.clpsych-1.12/ 2024-03 153 165 Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset Kirill Milintsevich author Kairit Sirts author Gaël Dias author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication milintsevich-etal-2024-model 10.18653/v1/2024.clpsych-1.13 https://aclanthology.org/2024.clpsych-1.13/ 2024-03 166 171 Detecting a Proxy for Potential Comorbid ADHD in People Reporting Anxiety Symptoms from Social Media Data Claire Lee author Noelle Lim author Michael Guerzhoy author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication lee-etal-2024-detecting 10.18653/v1/2024.clpsych-1.14 https://aclanthology.org/2024.clpsych-1.14/ 2024-03 172 176 Overview of the CLPsych 2024 Shared Task: Leveraging Large Language Models to Identify Evidence of Suicidality Risk in Online Posts Jenny Chim author Adam Tsakalidis author Dimitris Gkoumas author Dana Atzil-Slonim author Yaakov Ophir author Ayah Zirikly author Philip Resnik author Maria Liakata author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication chim-etal-2024-overview 10.18653/v1/2024.clpsych-1.15 https://aclanthology.org/2024.clpsych-1.15/ 2024-03 177 190 Team ISM at CLPsych 2024: Extracting Evidence of Suicide Risk from Reddit Posts with Knowledge Self-Generation and Output Refinement using A Large Language Model Vu Tran author Tomoko Matsui author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication tran-matsui-2024-team 10.18653/v1/2024.clpsych-1.16 https://aclanthology.org/2024.clpsych-1.16/ 2024-03 191 196 Exploring Instructive Prompts for Large Language Models in the Extraction of Evidence for Supporting Assigned Suicidal Risk Levels Jiyu Chen author Vincent Nguyen author Xiang Dai author Diego Molla-Aliod author Cecile Paris author Sarvnaz Karimi author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication chen-etal-2024-exploring 10.18653/v1/2024.clpsych-1.17 https://aclanthology.org/2024.clpsych-1.17/ 2024-03 197 202 Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach Sergi Blanco-Cuaresma author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication blanco-cuaresma-2024-psychological 10.18653/v1/2024.clpsych-1.18 https://aclanthology.org/2024.clpsych-1.18/ 2024-03 203 210 Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission Judita Preiss author Zenan Chen author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication preiss-chen-2024-incorporating 10.18653/v1/2024.clpsych-1.19 https://aclanthology.org/2024.clpsych-1.19/ 2024-03 211 217 Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models Loitongbam Gyanendro Singh author Junyu Mao author Rudra Mutalik author Stuart E Middleton author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication gyanendro-singh-etal-2024-extracting 10.18653/v1/2024.clpsych-1.20 https://aclanthology.org/2024.clpsych-1.20/ 2024-03 218 226 Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models Koushik L author Vishruth M author Anand Kumar M author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication l-etal-2024-detecting 10.18653/v1/2024.clpsych-1.21 https://aclanthology.org/2024.clpsych-1.21/ 2024-03 227 231 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data Falwah Alhamed author Julia Ive author Lucia Specia author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication alhamed-etal-2024-using 10.18653/v1/2024.clpsych-1.22 https://aclanthology.org/2024.clpsych-1.22/ 2024-03 232 237 XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk Jingwei Zhu author Ancheng Xu author Minghuan Tan author Min Yang author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication zhu-etal-2024-xinhai 10.18653/v1/2024.clpsych-1.23 https://aclanthology.org/2024.clpsych-1.23/ 2024-03 238 246 A Dual-Prompting for Interpretable Mental Health Language Models Hyolim Jeon author Dongje Yoo author Daeun Lee author Sejung Son author Seungbae Kim author Jinyoung Han author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication jeon-etal-2024-dual 10.18653/v1/2024.clpsych-1.24 https://aclanthology.org/2024.clpsych-1.24/ 2024-03 247 255 Cheap Ways of Extracting Clinical Markers from Texts Anastasia Sandu author Teodor Mihailescu author Sergiu Nisioi author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication sandu-etal-2024-cheap 10.18653/v1/2024.clpsych-1.25 https://aclanthology.org/2024.clpsych-1.25/ 2024-03 256 263 Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts Ahmet Yavuz Uluslu author Andrianos Michail author Simon Clematide author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication uluslu-etal-2024-utilizing 10.18653/v1/2024.clpsych-1.26 https://aclanthology.org/2024.clpsych-1.26/ 2024-03 264 269 Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization Rika Tanaka author Yusuke Fukazawa author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication tanaka-fukazawa-2024-integrating 10.18653/v1/2024.clpsych-1.27 https://aclanthology.org/2024.clpsych-1.27/ 2024-03 270 277 Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk Vasudha Varadarajan author Allison Lahnala author Adithya V Ganesan author Gourab Dey author Siddharth Mangalik author Ana-Maria Bucur author Nikita Soni author Rajath Rao author Kevin Lanning author Isabella Vallejo author Lucie Flek author H Andrew Schwartz author Charles Welch author Ryan Boyd author 2024-03 text Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) Andrew Yates editor Bart Desmet editor Emily Prud’hommeaux editor Ayah Zirikly editor Steven Bedrick editor Sean MacAvaney editor Kfir Bar editor Molly Ireland editor Yaakov Ophir editor Association for Computational Linguistics St. Julians, Malta conference publication varadarajan-etal-2024-archetypes 10.18653/v1/2024.clpsych-1.28 https://aclanthology.org/2024.clpsych-1.28/ 2024-03 278 291