Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026)

Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor 2026-07 Association for Computational Linguistics San Diego, California, USA text conference publication 979-8-89176-421-7 clpsych-2026-1 https://aclanthology.org/2026.clpsych-1.0/ “How’d You Type That So Fast?” A Descriptive Analysis of Counselor Message Text Reuse in Text-Based Crisis Counseling Stevi Gligorovic author Jens Kristian Schou author Zac Imel author Brent Kious author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 gligorovic-etal-2026-howd https://aclanthology.org/2026.clpsych-1.1/ 2026-07 1 11 Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models Feng Chen author Justin Tauscher author Changye Li author Meliha Yetisgen author Alex Cohen author Adam Kuczynski author Angelina Tsai author Benjamin Buck author Dror Ben-Zeev author Trevor Cohen author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 chen-etal-2026-automated https://aclanthology.org/2026.clpsych-1.2/ 2026-07 12 31 Clinical Prompt Engineering: Encoding Clinical Knowledge into AI Training Simulations - A Crisis Deployment Case Study Yuval Holzman author Eshkol Rafaeli author Zohar Elyoseph author Yuval Haber author Karen Yirmiya author Omer Linkovski author Tal Elyoseph author Elad Refoua author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 holzman-etal-2026-clinical https://aclanthology.org/2026.clpsych-1.3/ 2026-07 32 42 Discriminant Validity: Disentangling Health and Emotional Constructs from Language-Based Assessments Scott Feltman author Adithya V Ganesan author Whitney Ringwald author H Andrew Schwartz author Roman Kotov author Benjamin Luft author Ryan Boyd author Oscar Kjell author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 feltman-etal-2026-discriminant https://aclanthology.org/2026.clpsych-1.4/ 2026-07 43 55 Multistream Modelling for Mental Health: Modelling Linguistic and Temporal Contexts with Mutual and Self-Excitation in Social Media Anthony Hills author Talia Tseriotou author Mahmud Akhter author Junyu Mao author Iqra Ali author Xenia Miscouridou author Maria Liakata author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 hills-etal-2026-multistream https://aclanthology.org/2026.clpsych-1.5/ 2026-07 56 75 On the Role of Context in LLM Alignment to Mental Health Counseling Competencies Sadiya Sayara Chowdhury Puspo author Marcos Zampieri author Özlem Uzuner author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 puspo-etal-2026-role https://aclanthology.org/2026.clpsych-1.6/ 2026-07 76 87 The Reliability Illusion in Synthetic Patients: Psychometric Misalignment of Open-weight LLMs on PHQ-9 and GAD-7 Qian Shen author Yu Han author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 shen-han-2026-reliability https://aclanthology.org/2026.clpsych-1.7/ 2026-07 88 99 Automatic Annotation of Mental Health Recovery Narratives: A Benchmark Study Shrankhla Pandey author Graham Murray author Ben Laws author Stefan Rennick-Egglestone author Mike Slade author Sarah Morgan author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 pandey-etal-2026-automatic https://aclanthology.org/2026.clpsych-1.8/ 2026-07 100 118 Before the Labels: How Dataset Construction Shapes Suicidality Detection in Clinical Text Priyanshi Garg author Ishita Rao author Jieqiong Ding author Amandalynne Paullada author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 garg-etal-2026-labels https://aclanthology.org/2026.clpsych-1.9/ 2026-07 119 127 Culture by Design: A Sociotechnical Framework for Culturally Grounded AI for Mental Health Sunny Rai author Elizabeth Stade author Graise Zhou author Neil Sehgal author Simone Schriger author Sara Gerke author Lyle Ungar author Sharath Chandra Guntuku author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 rai-etal-2026-culture https://aclanthology.org/2026.clpsych-1.10/ 2026-07 128 137 Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language Yunkai Xu author Saeed Abdullah author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 xu-abdullah-2026-creating https://aclanthology.org/2026.clpsych-1.11/ 2026-07 138 152 Designing Structured Conversational Support for Tuberculosis Treatment Adherence and Patient Coping Priyanshi Garg author Sarah Iribarren author Sikha Pentyala author Yvette Rodriguez author Priscilla Carmiol-Rodriguez author Alfie Vidrio author Charles Kwanin author Jennifer Sprecher author Javier Roberti author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 garg-etal-2026-designing https://aclanthology.org/2026.clpsych-1.12/ 2026-07 153 163 Enhancing Mental Health Counseling Support in Bangladesh using Culturally-grounded Knowledge Md Arid Hasan author Azhagu Meena Sp author Aditya Khan author Abu Bhuiyan author Helal Ahmed author Joysree Debi author Farig Sadeque author Annie Lee author Syed Ishtiaque Ahmed author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 hasan-etal-2026-enhancing https://aclanthology.org/2026.clpsych-1.13/ 2026-07 164 177 Evaluating Document-Tuned Transformer Representations for Person-level Mental Health Assessment Aaron Marker author Oscar Kjell author Vasudha Varadarajan author H Andrew Schwartz author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 marker-etal-2026-evaluating https://aclanthology.org/2026.clpsych-1.14/ 2026-07 178 187 Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care Vassilis Lyberatos author Edmund Dervakos author Eleni Adamidi author Athanasios Voulodimos author Giorgos Stamou author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 lyberatos-etal-2026-exploration https://aclanthology.org/2026.clpsych-1.15/ 2026-07 188 207 Exploring Profiles of Cognitive Distortions Associated with Mental Health Disorders Alina Anikejeva author Kairit Sirts author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 anikejeva-sirts-2026-exploring https://aclanthology.org/2026.clpsych-1.16/ 2026-07 208 220 From Responses to Trajectories: Modeling the Development of Reflective Listening Skills Dhruvil Thummar author Verónica Pérez-Rosas author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 thummar-perez-rosas-2026-responses https://aclanthology.org/2026.clpsych-1.18/ 2026-07 238 243 Ground Truths in Suicide Research: The Current State of AI-Based Suicide Detection in Social Media Yaakov Ophir author Ofri Hefetz author Refael Tikochinski author Kfir Bar author Shir Lissak author Shulamit Grinapol author Haya Wachtel author Eyal Fruchter author Roi Reichart author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 ophir-etal-2026-ground https://aclanthology.org/2026.clpsych-1.19/ 2026-07 244 249 Language-Based Detection of Adherence to Evidence-Based Psychotherapy Scripts Samuel Campione author Elizabeth Stade author Stefanie Losavio author Shreya Singhvi author William Xuan author Tony Bui author Maria Martin Lopez author Shashanka Subrahmanya author Bailee Schuhmann author Courtney Worley author Shannon Wiltsey Stirman author Johannes Eichstaedt author H Andrew Schwartz author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 campione-etal-2026-language https://aclanthology.org/2026.clpsych-1.20/ 2026-07 250 257 LLMs as Standardised Patients for Motivational Interviewing: How Faithful Are They? Van Hoang author Eoin Rogers author Robert Ross author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 hoang-etal-2026-llms https://aclanthology.org/2026.clpsych-1.21/ 2026-07 258 270 Measuring the quality of therapy sessions against assessment scales using augmented semantic-similarity approaches Kejian Cui author Simon D’alfonso author Mike Conway author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 cui-etal-2026-measuring https://aclanthology.org/2026.clpsych-1.22/ 2026-07 271 281 Mirroring Minds: Asymmetric Linguistic Accommodation and Diagnostic Identity in ADHD and Autism Reddit Communities Saad Mankarious author Nour Zeid author Iyad Ait Hou author Rebecca Hwa author Ayah Zirikly author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 mankarious-etal-2026-mirroring https://aclanthology.org/2026.clpsych-1.23/ 2026-07 282 297 Mostly Grounded, Occasionally Risky: Expert Evaluation of LLM-Generated Supervisory Feedback in a Psychotherapy Training Simulator Adrian Montesano author Justin Bloomberg author Marc Pérez-Buriel author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 montesano-etal-2026-mostly https://aclanthology.org/2026.clpsych-1.24/ 2026-07 298 305 Psycholinguistic Profiles of Cognitive Distortions in Reddit Data Neha Sharma author Navneet Agarwal author Kairit Sirts author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 sharma-etal-2026-psycholinguistic https://aclanthology.org/2026.clpsych-1.25/ 2026-07 306 323 The Attachment Index: Auditing Attachment Language Cues and Relational Safety Risks in Human-LLM Dialogue Cyndie Demeocq author Animesh Prasad author Marzieh Saeidi author Karen Goodall author Björn Ross author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 demeocq-etal-2026-attachment https://aclanthology.org/2026.clpsych-1.26/ 2026-07 324 339 The Text Aphasia Battery (TAB): A Clinically-Grounded Benchmark for Aphasia-Like Deficits in Language Models Nathan Roll author Jill Kries author Flora Jin author Catherine Wang author Ann Marie Finley author Meghan Sumner author Cory Shain author Laura Gwilliams author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 roll-etal-2026-text https://aclanthology.org/2026.clpsych-1.27/ 2026-07 340 354 The Visibility of Depression in Social Media: Mapping Symptoms to Linguistic Features Ștefana-Arina Tăbușcă author Ana Sabina Uban author Liviu Dinu author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 tabusca-etal-2026-visibility https://aclanthology.org/2026.clpsych-1.28/ 2026-07 355 361 Thinking With a Machine: An AI Agent’s Account of Agentic Research in Clinical Psychology Elad Refoua author Mor Bar author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 refoua-bar-2026-thinking https://aclanthology.org/2026.clpsych-1.29/ 2026-07 362 367 When Rating Scales Fall Short: LLM-Assisted Discovery of ADHD Signals in Turkish Teacher Narratives Baris Karacan author Irem Aktar Songur author Ahmet Ozaslan author Elvan Iseri author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 karacan-etal-2026-rating https://aclanthology.org/2026.clpsych-1.30/ 2026-07 368 382 Why Do Self-Harm Prediction Models Struggle to Generalise? – Lexical and Semantic Variations in Emergency Department Triage Notes Liuliu Chen author Mike Conway author Jo Robinson author Vlada Rozova author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 chen-etal-2026-self https://aclanthology.org/2026.clpsych-1.31/ 2026-07 383 388 Overview of the CLPsych 2026 Shared Task: Capturing and Characterizing Mental Health Changes through Social Media Timeline Dynamics Iqra Ali author Talia Tseriotou author Guy Dvir author Callum Chan author Yuxiang Zhou author Juan Antonio Lossio-Ventura author Ayal Klein author Aya Shamir author Dan Sayda author Anthony R Hills author Ayah Zirikly author Diana Inkpen author Dana Atzil-Slonim author Maria Liakata author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 ali-etal-2026-overview https://aclanthology.org/2026.clpsych-1.32/ 2026-07 389 421 A Multi-Strategy Fusion Framework for Dynamic Mental State Modeling Mengjia Zhang author Rui Chen author Haonan Xiao author Yi Yang author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 zhang-etal-2026-multi https://aclanthology.org/2026.clpsych-1.33/ 2026-07 422 434 Agentic Pipelines Meet Retrieval-Augmented ICL: A Zero-Training Approach to Mental Health Modeling Anson Antony author Gautam Kumar author Annika Marie Schoene author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 antony-etal-2026-agentic https://aclanthology.org/2026.clpsych-1.34/ 2026-07 435 440 CUNY at CLPsych 2026: A Pipeline Approach to Classification and Summarization of Mental Health Change Amirmohammad Ziaei Bideh author Shameed Job author Ava Yahyapour author Alla Rozovskaya author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 ziaei-bideh-etal-2026-cuny https://aclanthology.org/2026.clpsych-1.35/ 2026-07 441 457 DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods Maryia Zhyrko author Daisy Lal author Erik van Mulligen author Lifeng Han author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 zhyrko-etal-2026-dreamernlplus https://aclanthology.org/2026.clpsych-1.36/ 2026-07 458 471 Hierarchical Multi-Stage Modeling of Adaptive and Maladaptive Self-States in Social Media Timelines Abir Naskar author Mike Conway author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 naskar-conway-2026-hierarchical https://aclanthology.org/2026.clpsych-1.37/ 2026-07 472 481 McMasters of Change: Predicting Well-Being States and Transitions from Longitudinal Language Hongyi Zhang author Derron Li author Scarlett Cleary author Aadi Sanghani author Akshay Krishna Sirigana author Brian Miguel Pimentel author Kelsey Isman author Kian Omoomi author Vasudha Varadarajan author Charles Welch author Allison Lahnala author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 zhang-etal-2026-mcmasters https://aclanthology.org/2026.clpsych-1.38/ 2026-07 482 497 P2P - from Posts to Patterns: An LLM Ensemble Approach to Mental Health Dynamics Detection Federico Ravenda author Volodymyr Karpenko author Antonietta Mira author Andrea Raballo author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 ravenda-etal-2026-p2p https://aclanthology.org/2026.clpsych-1.39/ 2026-07 498 503 Prompt-Based Modeling of Moments of Change and Change Summaries in Mental Health Timelines Duc Do author Tin Pham author Vu Tran author Minh Nguyen author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 do-etal-2026-prompt https://aclanthology.org/2026.clpsych-1.40/ 2026-07 504 509 psytechlab at CLPsych 2026: Utilising Natural Language Processing methods and Large Language Models for Social Media Text Analysis Igor Buyanov author Nafisa Valieva author Ekaterina Mazurina author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 buyanov-etal-2026-psytechlab https://aclanthology.org/2026.clpsych-1.41/ 2026-07 510 520 Self-State Identification with Retrieved In-Context Examples and Open-Weight LLMs Alina Ponomareva author Nina Stekacheva Sancho author Karina Litvinova author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-421-7 ponomareva-etal-2026-self https://aclanthology.org/2026.clpsych-1.42/ 2026-07 521 530 Team Aurevia at CLPsych 2026: Local Healthcare NLP for Schema-Constrained Self-State Modeling Nathan Roll author Irene Yi author Sufian Aldogom author Grace Brown author Eric Basile author Isaac Gutterman author Lakshika Tennakoon author Ammar Ahmed author 2026-07 text Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026) Aya Zirikly editor Kfir Bar editor Sean MacAvaney editor Molly Ireland editor Yaakov Ophir editor Dana Atzil-Slonim editor Vasudha Varadarajan editor Steven Bedrick editor Bart Desmet editor Association for Computational Linguistics San Diego, California, USA conference publication 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