Workshop Description

Fifth Annual Workshop on Computational Linguistics and Clinical Psychology — From Linguistic Signal to Clinical Reality

The Fifth Annual Computational Linguistics and Clinical Psychology Workshop (CLPsych) will be held on June 5 or 6, 2018 in New Orleans, Louisiana, collocated with the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT).

Important Dates

2 March 2018: Workshop paper due date
2 April 2018: Notification of acceptance
16 April 2018: Camera-ready papers due
5 or 6 June 2018: Workshop date

Motivation

Past workshops have been held in conjunction with the 2014 and 2017 ACL Conferences and the 2015 and 2016 Conferences of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT). Previously published papers of the workshop have proposed methods for aiding the diagnosis of dementia, quantifying repetitive behavior in conversations of autistic children, and detecting a number of mental health disorders in social media, including attention deficit hyperactivity disorder (ADHD), obsessive-compulsive disorder (OCD), and schizophrenia. The 2015, 2016, and 2017 workshops additionally hosted Shared Tasks. CLPsych 2018 aims to continue the discussion and build the momentum towards releasing tools and data that can be used by mental and neurological healthcare professionals.

Goals and Topics of Interest

This workshop focuses on language technology applications in mental and neurological health. We aim to bring together natural language processing (NLP) researchers and clinicians, with the following four goals:

  • To increase language technologists’ understanding of what people working in the field of mental and neurological health — clinicians, psychologists, and social workers — do, and what their real needs are;
  • To increase clinicians’ understanding of what’s possible in language technology and what it might have to offer
  • To formulate targets and priorities for near-term improvement of the practical state of the art
  • To help facilitate the creation and development of high-value NLP tools that can be used in the clinical community

Instead of the traditional presentation+questions format, each paper also has a clinically-oriented discussant, who reads the paper thoroughly in advance and briefly presents prepared commentary at the workshop.

We are particularly interested in submissions that bear on issues like the following, relative to psychological conditions and neurological disorders:

  • What features of language or speech could play a prominent role in diagnosis, monitoring, and other elements of clinical practice?
  • What algorithms and forms of modeling are applicable?
  • What kinds of data exists or could be obtained?
  • What tools or resources does this research make available?
  • What practical or ethical issues require attention?

We aim to emerge from the workshop discussions with a further strategy for progress in this field, informed by both the NLP and clinical psychologist participants. This could include, for example, identifying additional topics, tasks, and data; formulating a plan for creating and sharing IRB application templates for NLP work in psychology; or identifying the top-level requirements for an NLP toolkit specifically devoted to practical issues in clinical psychology.

Organizers

Emily Prud’hommeaux, Rochester Institute of Technology
Kate Loveys, Qntfy
Kate Niederhoffer, Circadia Labs
Philip Resnik, University of Maryland
Rebecca Resnik, Rebecca Resnik and Associates, LLC

To contact the organizers, please mail clpsych-organizers@googlegroups.com.

Program Committee

Glen Coppersmith, Qntfy
Mark Dredze, Johns Hopkins University
Nazli Goharian, Georgetown University
Brian Roark, Google
Kristy Hollingshead, IHMC
Lyle Ungar, University of Pennsylvania
H. Andrew Schwartz, Stony Brook University & University of Pennsylvania
Daniel Preotiuc-Pietro, University of Pennsylvania
Maarten Sap, University of Washington
Rohan Kshirsagar, Columbia University & Koko
Paul Thompson, Dartmouth College
April Foreman, Department of Veteran’s Affairs
Loring Ingraham, George Washington University
Shervin Malmasi, Harvard Medical School
William Jarrold, Nuance Communications
Ted Pedersen, University of Minnesota Duluth
Richard Sproat, Google
Craig Bryan, University of Utah
Masoud Rouhizadeh, University of Pennsylvania
J. Ignacio Serrano, Spanish National Research Council (CSIC)
Eric Morley, Goldman Sachs
Mark Rosenstein, Pearson
Patrick Crutchley, Qntfy
Sean Murphy, New York Psychoanalytic Society & Institute
Jan van Santen, Oregon Health & Science University
Graeme Hirst, University of Toronto
Mike Conway, University of Utah
Cecilia Ovesdotter Alm, Rochester Institute of Technology
Joseph Costello, Western Michigan University
Frank Rudzicz, University of Toronto
Hiroki Tanaka, Nara Institute of Science and Technology
Craig Harman, Johns Hopkins University
Alex Fine, Qntfy
Archna Bhatia, IHMC
Laura Silverman, University of Rochester
Kathleen C. Fraser, University of Toronto
Christopher Homan, Rochester Institute of Technology
Jill Dolata, Oregon Health & Sciences University
Matthew Purver, Queen Mary University of London
Dimitrios Kokkinakis, University of Gothenburg


Photo by Peyton Stanton | CC BY-NC 2.0