Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access

Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor 2021-06 Association for Computational Linguistics Online text conference publication clpsych-2021-linguistics https://aclanthology.org/2021.clpsych-1.0/ Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis Glorianna Jagfeld author Fiona Lobban author Paul Rayson author Steven Jones author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication jagfeld-etal-2021-understanding 10.18653/v1/2021.clpsych-1.1 https://aclanthology.org/2021.clpsych-1.1/ 2021-06 1 14 On the State of Social Media Data for Mental Health Research Keith Harrigian author Carlos Aguirre author Mark Dredze author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication harrigian-etal-2021-state 10.18653/v1/2021.clpsych-1.2 https://aclanthology.org/2021.clpsych-1.2/ 2021-06 15 24 Individual Differences in the Movement-Mood Relationship in Digital Life Data Glen Coppersmith author Alex Fine author Patrick Crutchley author Joshua Carroll author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication coppersmith-etal-2021-individual 10.18653/v1/2021.clpsych-1.3 https://aclanthology.org/2021.clpsych-1.3/ 2021-06 25 31 Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia Hali Lindsay author Philipp Mueller author Nicklas Linz author Radia Zeghari author Mario Mina author Alexandra König author Johannes Tröger author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication lindsay-etal-2021-dissociating 10.18653/v1/2021.clpsych-1.4 https://aclanthology.org/2021.clpsych-1.4/ 2021-06 32 44 Demonstrating the Reliability of Self-Annotated Emotion Data Anton Malko author Cecile Paris author Andreas Duenser author Maria Kangas author Diego Molla author Ross Sparks author Stephen Wan author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication malko-etal-2021-demonstrating 10.18653/v1/2021.clpsych-1.5 https://aclanthology.org/2021.clpsych-1.5/ 2021-06 45 54 Hebrew Psychological Lexicons Natalie Shapira author Dana Atzil-Slonim author Daniel Juravski author Moran Baruch author Dana Stolowicz-Melman author Adar Paz author Tal Alfi-Yogev author Roy Azoulay author Adi Singer author Maayan Revivo author Chen Dahbash author Limor Dayan author Tamar Naim author Lidar Gez author Boaz Yanai author Adva Maman author Adam Nadaf author Elinor Sarfati author Amna Baloum author Tal Naor author Ephraim Mosenkis author Badreya Sarsour author Jany Gelfand Morgenshteyn author Yarden Elias author Liat Braun author Moria Rubin author Matan Kenigsbuch author Noa Bergwerk author Noam Yosef author Sivan Peled author Coral Avigdor author Rahav Obercyger author Rachel Mann author Tomer Alper author Inbal Beka author Ori Shapira author Yoav Goldberg author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication shapira-etal-2021-hebrew 10.18653/v1/2021.clpsych-1.6 https://aclanthology.org/2021.clpsych-1.6/ 2021-06 55 69 Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task Sean MacAvaney author Anjali Mittu author Glen Coppersmith author Jeff Leintz author Philip Resnik author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication macavaney-etal-2021-community 10.18653/v1/2021.clpsych-1.7 https://aclanthology.org/2021.clpsych-1.7/ 2021-06 70 80 Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task Ulya Bayram author Lamia Benhiba author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication bayram-benhiba-2021-determining 10.18653/v1/2021.clpsych-1.8 https://aclanthology.org/2021.clpsych-1.8/ 2021-06 81 86 Learning Models for Suicide Prediction from Social Media Posts Ning Wang author Luo Fan author Yuvraj Shivtare author Varsha Badal author Koduvayur Subbalakshmi author Rajarathnam Chandramouli author Ellen Lee author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication wang-etal-2021-learning 10.18653/v1/2021.clpsych-1.9 https://aclanthology.org/2021.clpsych-1.9/ 2021-06 87 92 Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task Sujatha Das Gollapalli author Guilherme Augusto Zagatti author See-Kiong Ng author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication gollapalli-etal-2021-suicide 10.18653/v1/2021.clpsych-1.10 https://aclanthology.org/2021.clpsych-1.10/ 2021-06 93 98 Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment Michelle Morales author Prajjalita Dey author Kriti Kohli author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication morales-etal-2021-team 10.18653/v1/2021.clpsych-1.11 https://aclanthology.org/2021.clpsych-1.11/ 2021-06 99 102 Using Psychologically-Informed Priors for Suicide Prediction in the CLPsych 2021 Shared Task Avi Gamoran author Yonatan Kaplan author Almog Simchon author Michael Gilead author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication gamoran-etal-2021-using 10.18653/v1/2021.clpsych-1.12 https://aclanthology.org/2021.clpsych-1.12/ 2021-06 103 109 Analysis of Behavior Classification in Motivational Interviewing Leili Tavabi author Trang Tran author Kalin Stefanov author Brian Borsari author Joshua Woolley author Stefan Scherer author Mohammad Soleymani author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication tavabi-etal-2021-analysis 10.18653/v1/2021.clpsych-1.13 https://aclanthology.org/2021.clpsych-1.13/ 2021-06 110 115 Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts Zhengping Jiang author Jonathan Zomick author Sarah Ita Levitan author Mark Serper author Julia Hirschberg author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication jiang-etal-2021-automatic 10.18653/v1/2021.clpsych-1.14 https://aclanthology.org/2021.clpsych-1.14/ 2021-06 116 121 Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions Adam Tsakalidis author Dana Atzil-Slonim author Asaf Polakovski author Natalie Shapira author Rivka Tuval-Mashiach author Maria Liakata author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication tsakalidis-etal-2021-automatic 10.18653/v1/2021.clpsych-1.15 https://aclanthology.org/2021.clpsych-1.15/ 2021-06 122 128 Automated coherence measures fail to index thought disorder in individuals at risk for psychosis Kasia Hitczenko author Henry Cowan author Vijay Mittal author Matthew Goldrick author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication hitczenko-etal-2021-automated 10.18653/v1/2021.clpsych-1.16 https://aclanthology.org/2021.clpsych-1.16/ 2021-06 129 150 Detecting Cognitive Distortions from Patient-Therapist Interactions Sagarika Shreevastava author Peter Foltz author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication shreevastava-foltz-2021-detecting 10.18653/v1/2021.clpsych-1.17 https://aclanthology.org/2021.clpsych-1.17/ 2021-06 151 158 Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding Do June Min author Verónica Pérez-Rosas author Rada Mihalcea author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication min-etal-2021-evaluating 10.18653/v1/2021.clpsych-1.18 https://aclanthology.org/2021.clpsych-1.18/ 2021-06 159 168 Qualitative Analysis of Depression Models by Demographics Carlos Aguirre author Mark Dredze author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication aguirre-dredze-2021-qualitative 10.18653/v1/2021.clpsych-1.19 https://aclanthology.org/2021.clpsych-1.19/ 2021-06 169 180 Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment Chelsea Chandler author Peter Foltz author Alex Cohen author Terje Holmlund author Brita Elvevåg author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication chandler-etal-2021-safeguarding 10.18653/v1/2021.clpsych-1.20 https://aclanthology.org/2021.clpsych-1.20/ 2021-06 181 191 Towards the Development of Speech-Based Measures of Stress Response in Individuals Archna Bhatia author Toshiya Miyatsu author Peter Pirolli author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication bhatia-etal-2021-towards 10.18653/v1/2021.clpsych-1.21 https://aclanthology.org/2021.clpsych-1.21/ 2021-06 192 203 Towards Low-Resource Real-Time Assessment of Empathy in Counselling Zixiu Wu author Rim Helaoui author Diego Reforgiato Recupero author Daniele Riboni author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication wu-etal-2021-towards 10.18653/v1/2021.clpsych-1.22 https://aclanthology.org/2021.clpsych-1.22/ 2021-06 204 216 Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models Eli Sherman author Keith Harrigian author Carlos Aguirre author Mark Dredze author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication sherman-etal-2021-towards 10.18653/v1/2021.clpsych-1.23 https://aclanthology.org/2021.clpsych-1.23/ 2021-06 217 223 Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning Ana Sabina Uban author Berta Chulvi author Paolo Rosso author 2021-06 text Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access Nazli Goharian editor Philip Resnik editor Andrew Yates editor Molly Ireland editor Kate Niederhoffer editor Rebecca Resnik editor Association for Computational Linguistics Online conference publication uban-etal-2021-understanding 10.18653/v1/2021.clpsych-1.24 https://aclanthology.org/2021.clpsych-1.24/ 2021-06 224 236