Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
2022-07
Association for Computational Linguistics
Seattle, USA
text
conference publication
clpsych-2022-linguistics
https://aclanthology.org/2022.clpsych-1.0
DEPAC: a Corpus for Depression and Anxiety Detection from Speech
Mashrura
Tasnim
author
Malikeh
Ehghaghi
author
Brian
Diep
author
Jekaterina
Novikova
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
tasnim-etal-2022-depac
10.18653/v1/2022.clpsych-1.1
https://aclanthology.org/2022.clpsych-1.1
2022-07
1
16
The ethical role of computational linguistics in digital psychological formulation and suicide prevention.
Martin
Orr
author
Kirsten
Van Kessel
author
Dave
Parry
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
orr-etal-2022-ethical
10.18653/v1/2022.clpsych-1.2
https://aclanthology.org/2022.clpsych-1.2
2022-07
17
29
Explaining Models of Mental Health via Clinically Grounded Auxiliary Tasks
Ayah
Zirikly
author
Mark
Dredze
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
zirikly-dredze-2022-explaining
10.18653/v1/2022.clpsych-1.3
https://aclanthology.org/2022.clpsych-1.3
2022-07
30
39
Identifying stable speech-language markers of autism in children: Preliminary evidence from a longitudinal telephony-based study
Sunghye
Cho
author
Riccardo
Fusaroli
author
Maggie
Rose
Pelella
author
Kimberly
Tena
author
Azia
Knox
author
Aili
Hauptmann
author
Maxine
Covello
author
Alison
Russell
author
Judith
Miller
author
Alison
Hulink
author
Jennifer
Uzokwe
author
Kevin
Walker
author
James
Fiumara
author
Juhi
Pandey
author
Christopher
Chatham
author
Christopher
Cieri
author
Robert
Schultz
author
Mark
Liberman
author
Julia
Parish-morris
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
cho-etal-2022-identifying
10.18653/v1/2022.clpsych-1.4
https://aclanthology.org/2022.clpsych-1.4
2022-07
40
46
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches
Maitrey
Mehta
author
Derek
Caperton
author
Katherine
Axford
author
Lauren
Weitzman
author
David
Atkins
author
Vivek
Srikumar
author
Zac
Imel
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
mehta-etal-2022-psychotherapy
10.18653/v1/2022.clpsych-1.5
https://aclanthology.org/2022.clpsych-1.5
2022-07
47
58
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses
Keith
Harrigian
author
Mark
Dredze
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
harrigian-dredze-2022-now
10.18653/v1/2022.clpsych-1.6
https://aclanthology.org/2022.clpsych-1.6
2022-07
59
75
Tracking Mental Health Risks and Coping Strategies in Healthcare Workers’ Online Conversations Across the COVID-19 Pandemic
Molly
Ireland
author
Kaitlin
Adams
author
Sean
Farrell
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
ireland-etal-2022-tracking
10.18653/v1/2022.clpsych-1.7
https://aclanthology.org/2022.clpsych-1.7
2022-07
76
88
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses
Ankit
Aich
author
Natalie
Parde
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
aich-parde-2022-really
10.18653/v1/2022.clpsych-1.8
https://aclanthology.org/2022.clpsych-1.8
2022-07
89
104
Comparing emotion feature extraction approaches for predicting depression and anxiety
Hannah
Burkhardt
author
Michael
Pullmann
author
Thomas
Hull
author
Patricia
Areán
author
Trevor
Cohen
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
burkhardt-etal-2022-comparing
10.18653/v1/2022.clpsych-1.9
https://aclanthology.org/2022.clpsych-1.9
2022-07
105
115
Detecting Suicidality with a Contextual Graph Neural Network
Daeun
Lee
author
Migyeong
Kang
author
Minji
Kim
author
Jinyoung
Han
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
lee-etal-2022-detecting
10.18653/v1/2022.clpsych-1.10
https://aclanthology.org/2022.clpsych-1.10
2022-07
116
125
Identifying Distorted Thinking in Patient-Therapist Text Message Exchanges by Leveraging Dynamic Multi-Turn Context
Kevin
Lybarger
author
Justin
Tauscher
author
Xiruo
Ding
author
Dror
Ben-zeev
author
Trevor
Cohen
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
lybarger-etal-2022-identifying
10.18653/v1/2022.clpsych-1.11
https://aclanthology.org/2022.clpsych-1.11
2022-07
126
136
Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts
Shrey
Gupta
author
Anmol
Agarwal
author
Manas
Gaur
author
Kaushik
Roy
author
Vignesh
Narayanan
author
Ponnurangam
Kumaraguru
author
Amit
Sheth
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
gupta-etal-2022-learning
10.18653/v1/2022.clpsych-1.12
https://aclanthology.org/2022.clpsych-1.12
2022-07
137
147
Masking Morphosyntactic Categories to Evaluate Salience for Schizophrenia Diagnosis
Yaara
Shriki
author
Ido
Ziv
author
Nachum
Dershowitz
author
Eiran
Harel
author
Kfir
Bar
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
shriki-etal-2022-masking
10.18653/v1/2022.clpsych-1.13
https://aclanthology.org/2022.clpsych-1.13
2022-07
148
157
Measuring Linguistic Synchrony in Psychotherapy
Natalie
Shapira
author
Dana
Atzil-Slonim
author
Rivka
Tuval Mashiach
author
Ori
Shapira
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
shapira-etal-2022-measuring
10.18653/v1/2022.clpsych-1.14
https://aclanthology.org/2022.clpsych-1.14
2022-07
158
176
Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction
Salvatore
Giorgi
author
Mckenzie
Himelein-wachowiak
author
Daniel
Habib
author
Lyle
Ungar
author
Brenda
Curtis
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
giorgi-etal-2022-nonsuicidal
10.18653/v1/2022.clpsych-1.15
https://aclanthology.org/2022.clpsych-1.15
2022-07
177
183
Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts
Adam
Tsakalidis
author
Jenny
Chim
author
Iman
Munire
Bilal
author
Ayah
Zirikly
author
Dana
Atzil-Slonim
author
Federico
Nanni
author
Philip
Resnik
author
Manas
Gaur
author
Kaushik
Roy
author
Becky
Inkster
author
Jeff
Leintz
author
Maria
Liakata
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
tsakalidis-etal-2022-overview
10.18653/v1/2022.clpsych-1.16
https://aclanthology.org/2022.clpsych-1.16
2022-07
184
198
Approximate Nearest Neighbour Extraction Techniques and Neural Networks for Suicide Risk Prediction in the CLPsych 2022 Shared Task
Hermenegildo
Fabregat Marcos
author
Ander
Cejudo
author
Juan
Martinez-romo
author
Alicia
Perez
author
Lourdes
Araujo
author
Nuria
Lebea
author
Maite
Oronoz
author
Arantza
Casillas
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
fabregat-marcos-etal-2022-approximate
10.18653/v1/2022.clpsych-1.17
https://aclanthology.org/2022.clpsych-1.17
2022-07
199
204
Capturing Changes in Mood Over Time in Longitudinal Data Using Ensemble Methodologies
Ana-Maria
Bucur
author
Hyewon
Jang
author
Farhana
Ferdousi
Liza
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
bucur-etal-2022-capturing
10.18653/v1/2022.clpsych-1.18
https://aclanthology.org/2022.clpsych-1.18
2022-07
205
212
Detecting Moments of Change and Suicidal Risks in Longitudinal User Texts Using Multi-task Learning
Tayyaba
Azim
author
Loitongbam
Gyanendro Singh
author
Stuart
E
Middleton
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
azim-etal-2022-detecting
10.18653/v1/2022.clpsych-1.19
https://aclanthology.org/2022.clpsych-1.19
2022-07
213
218
Emotionally-Informed Models for Detecting Moments of Change and Suicide Risk Levels in Longitudinal Social Media Data
Ulya
Bayram
author
Lamia
Benhiba
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
bayram-benhiba-2022-emotionally
10.18653/v1/2022.clpsych-1.20
https://aclanthology.org/2022.clpsych-1.20
2022-07
219
225
Exploring transformers and time lag features for predicting changes in mood over time
John
Culnan
author
Damian
Romero Diaz
author
Steven
Bethard
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
culnan-etal-2022-exploring
10.18653/v1/2022.clpsych-1.21
https://aclanthology.org/2022.clpsych-1.21
2022-07
226
231
Multi-Task Learning to Capture Changes in Mood Over Time
Prasadith
Kirinde Gamaarachchige
author
Ahmed
Husseini Orabi
author
Mahmoud
Husseini Orabi
author
Diana
Inkpen
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
kirinde-gamaarachchige-etal-2022-multi
10.18653/v1/2022.clpsych-1.22
https://aclanthology.org/2022.clpsych-1.22
2022-07
232
238
Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data
Falwah
Alhamed
author
Julia
Ive
author
Lucia
Specia
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
alhamed-etal-2022-predicting
10.18653/v1/2022.clpsych-1.23
https://aclanthology.org/2022.clpsych-1.23
2022-07
239
244
Towards Capturing Changes in Mood and Identifying Suicidality Risk
Sravani
Boinepelli
author
Shivansh
Subramanian
author
Abhijeeth
Singam
author
Tathagata
Raha
author
Vasudeva
Varma
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
boinepelli-etal-2022-towards
10.18653/v1/2022.clpsych-1.24
https://aclanthology.org/2022.clpsych-1.24
2022-07
245
250
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
Adithya
V Ganesan
author
Vasudha
Varadarajan
author
Juhi
Mittal
author
Shashanka
Subrahmanya
author
Matthew
Matero
author
Nikita
Soni
author
Sharath
Chandra
Guntuku
author
Johannes
Eichstaedt
author
H
Andrew
Schwartz
author
2022-07
text
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
Ayah
Zirikly
editor
Dana
Atzil-Slonim
editor
Maria
Liakata
editor
Steven
Bedrick
editor
Bart
Desmet
editor
Molly
Ireland
editor
Andrew
Lee
editor
Sean
MacAvaney
editor
Matthew
Purver
editor
Rebecca
Resnik
editor
Andrew
Yates
editor
Association for Computational Linguistics
Seattle, USA
conference publication
v-ganesan-etal-2022-wwbp
10.18653/v1/2022.clpsych-1.25
https://aclanthology.org/2022.clpsych-1.25
2022-07
251
258