Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts

Adam Tsakalidis; Jenny Chim; Iman Munire Bilal; Ayah Zirikly; Dana Atzil-Slonim; Federico Nanni; Philip Resnik; Manas Gaur; Kaushik Roy; Becky Inkster; Jeff Leintz; Maria Liakata

Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts

Adam Tsakalidis, Jenny Chim, Iman Munire Bilal, Ayah Zirikly, Dana Atzil-Slonim, Federico Nanni, Philip Resnik, Manas Gaur, Kaushik Roy, Becky Inkster, Jeff Leintz, Maria Liakata

Department of Psychology

Bar-Ilan University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We provide an overview of the CLPsych 2022 Shared Task, which focusses on the automatic identification of ‘Moments of Change’ in longitudinal posts by individuals on social media and its connection with information regarding mental health . This year’s task introduced the notion of longitudinal modelling of the text generated by an individual online over time, along with appropriate temporally sensitive evaluation metrics. The Shared Task consisted of two subtasks: (a) the main task of capturing changes in an individual’s mood (drastic changes-‘Switches’- and gradual changes -‘Escalations’- on the basis of textual content shared online; and subsequently (b) the sub-task of identifying the suicide risk level of an individual – a continuation of the CLPsych 2019 Shared Task– where participants were encouraged to explore how the identification of changes in mood in task (a) can help with assessing suicidality risk in task (b).

Original language	English
Title of host publication	CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings
Editors	Ayah Zirikly, Dana Atzil-Slonim, Maria Liakata, Steven Bedrick, Bart Desmet, Molly Ireland, Andrew Lee, Sean MacAvaney, Matthew Purver, Rebecca Resnik, Andrew Yates
Publisher	Association for Computational Linguistics (ACL)
Pages	184-198
Number of pages	15
ISBN (Electronic)	9781955917872
State	Published - 2022
Event	8th Workshop on Computational Linguistics and Clinical Psychology, CLPsych 2022 - Seattle, United States Duration: 15 Jul 2022 → …

Publication series

Name	CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings

Conference

Conference	8th Workshop on Computational Linguistics and Clinical Psychology, CLPsych 2022
Country/Territory	United States
City	Seattle
Period	15/07/22 → …

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

All Science Journal Classification (ASJC) codes

Language and Linguistics
Computer Networks and Communications
Speech and Hearing

Cite this

Tsakalidis, A., Chim, J., Bilal, I. M., Zirikly, A., Atzil-Slonim, D., Nanni, F., Resnik, P., Gaur, M., Roy, K., Inkster, B., Leintz, J., & Liakata, M. (2022). Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts. In A. Zirikly, D. Atzil-Slonim, M. Liakata, S. Bedrick, B. Desmet, M. Ireland, A. Lee, S. MacAvaney, M. Purver, R. Resnik, & A. Yates (Eds.), CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings (pp. 184-198). (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings). Association for Computational Linguistics (ACL).

Tsakalidis, Adam ; Chim, Jenny ; Bilal, Iman Munire et al. / Overview of the CLPsych 2022 Shared Task : Capturing Moments of Change in Longitudinal User Posts. CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. editor / Ayah Zirikly ; Dana Atzil-Slonim ; Maria Liakata ; Steven Bedrick ; Bart Desmet ; Molly Ireland ; Andrew Lee ; Sean MacAvaney ; Matthew Purver ; Rebecca Resnik ; Andrew Yates. Association for Computational Linguistics (ACL), 2022. pp. 184-198 (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings).

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abstract = "We provide an overview of the CLPsych 2022 Shared Task, which focusses on the automatic identification of {\textquoteleft}Moments of Change{\textquoteright} in longitudinal posts by individuals on social media and its connection with information regarding mental health . This year{\textquoteright}s task introduced the notion of longitudinal modelling of the text generated by an individual online over time, along with appropriate temporally sensitive evaluation metrics. The Shared Task consisted of two subtasks: (a) the main task of capturing changes in an individual{\textquoteright}s mood (drastic changes-{\textquoteleft}Switches{\textquoteright}- and gradual changes -{\textquoteleft}Escalations{\textquoteright}- on the basis of textual content shared online; and subsequently (b) the sub-task of identifying the suicide risk level of an individual – a continuation of the CLPsych 2019 Shared Task– where participants were encouraged to explore how the identification of changes in mood in task (a) can help with assessing suicidality risk in task (b).",

author = "Adam Tsakalidis and Jenny Chim and Bilal, \{Iman Munire\} and Ayah Zirikly and Dana Atzil-Slonim and Federico Nanni and Philip Resnik and Manas Gaur and Kaushik Roy and Becky Inkster and Jeff Leintz and Maria Liakata",

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editor = "Ayah Zirikly and Dana Atzil-Slonim and Maria Liakata and Steven Bedrick and Bart Desmet and Molly Ireland and Andrew Lee and Sean MacAvaney and Matthew Purver and Rebecca Resnik and Andrew Yates",

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Tsakalidis, A, Chim, J, Bilal, IM, Zirikly, A, Atzil-Slonim, D, Nanni, F, Resnik, P, Gaur, M, Roy, K, Inkster, B, Leintz, J & Liakata, M 2022, Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts. in A Zirikly, D Atzil-Slonim, M Liakata, S Bedrick, B Desmet, M Ireland, A Lee, S MacAvaney, M Purver, R Resnik & A Yates (eds), CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings, Association for Computational Linguistics (ACL), pp. 184-198, 8th Workshop on Computational Linguistics and Clinical Psychology, CLPsych 2022, Seattle, United States, 15/07/22.

Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts. / Tsakalidis, Adam; Chim, Jenny; Bilal, Iman Munire et al.
CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. ed. / Ayah Zirikly; Dana Atzil-Slonim; Maria Liakata; Steven Bedrick; Bart Desmet; Molly Ireland; Andrew Lee; Sean MacAvaney; Matthew Purver; Rebecca Resnik; Andrew Yates. Association for Computational Linguistics (ACL), 2022. p. 184-198 (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Overview of the CLPsych 2022 Shared Task

T2 - 8th Workshop on Computational Linguistics and Clinical Psychology, CLPsych 2022

AU - Tsakalidis, Adam

AU - Chim, Jenny

AU - Bilal, Iman Munire

AU - Zirikly, Ayah

AU - Atzil-Slonim, Dana

AU - Nanni, Federico

AU - Resnik, Philip

AU - Gaur, Manas

AU - Roy, Kaushik

AU - Inkster, Becky

AU - Leintz, Jeff

AU - Liakata, Maria

PY - 2022

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AB - We provide an overview of the CLPsych 2022 Shared Task, which focusses on the automatic identification of ‘Moments of Change’ in longitudinal posts by individuals on social media and its connection with information regarding mental health . This year’s task introduced the notion of longitudinal modelling of the text generated by an individual online over time, along with appropriate temporally sensitive evaluation metrics. The Shared Task consisted of two subtasks: (a) the main task of capturing changes in an individual’s mood (drastic changes-‘Switches’- and gradual changes -‘Escalations’- on the basis of textual content shared online; and subsequently (b) the sub-task of identifying the suicide risk level of an individual – a continuation of the CLPsych 2019 Shared Task– where participants were encouraged to explore how the identification of changes in mood in task (a) can help with assessing suicidality risk in task (b).

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M3 - منشور من مؤتمر

T3 - CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings

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EP - 198

BT - CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings

A2 - Zirikly, Ayah

A2 - Atzil-Slonim, Dana

A2 - Liakata, Maria

A2 - Bedrick, Steven

A2 - Desmet, Bart

A2 - Ireland, Molly

A2 - Lee, Andrew

A2 - MacAvaney, Sean

A2 - Purver, Matthew

A2 - Resnik, Rebecca

A2 - Yates, Andrew

PB - Association for Computational Linguistics (ACL)

Y2 - 15 July 2022

ER -

Tsakalidis A, Chim J, Bilal IM, Zirikly A, Atzil-Slonim D, Nanni F et al. Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts. In Zirikly A, Atzil-Slonim D, Liakata M, Bedrick S, Desmet B, Ireland M, Lee A, MacAvaney S, Purver M, Resnik R, Yates A, editors, CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings. Association for Computational Linguistics (ACL). 2022. p. 184-198. (CLPsych 2022 - 8th Workshop on Computational Linguistics and Clinical Psychology, Proceedings).

Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts

Abstract

Publication series

Conference

UN SDGs

All Science Journal Classification (ASJC) codes

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