---
title: "Workshop on Computational Linguistics and Clinical"
description: "Workshop on Computational Linguistics and Clinical Psychology 2021 — accepted papers: 1 paper in the Elamur Research library (Online)…"
canonical: "https://research.elamur.ai/free/en/venues/clpsych/2021/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/clpsych/2021/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Computational Linguistics…](https://md.research.elamur.ai/free/en/venues/clpsych/) / 2021

# Workshop on Computational Linguistics and Clinical Psychology 2021 — accepted papers

Workshop on Computational Linguistics and Clinical Psychology 2021 is the 2021 edition of the Workshop on Computational Linguistics and Clinical Psychology, held in Online, June 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 24 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Online · 🗓 June 2021

[**24** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/clpsych/2021/#works) · [**9** citations of these works](https://md.research.elamur.ai/free/en/venues/clpsych/2021/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[On the State of Social Media Data for Mental Health Research ↗](https://aclanthology.org/2021.clpsych-1.2/)**Keith Harrigian, Carlos Aguirre, Mark Dredze*53 citations*
2. **[Learning Models for Suicide Prediction from Social Media Posts ↗](https://aclanthology.org/2021.clpsych-1.9/)**Ning Wang, Luo Fan, Yuvraj Shivtare et al.*43 citations*
3. **[Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.7/)**Sean MacAvaney, Anjali Mittu, Glen Coppersmith et al.*35 citations*
4. **[Detecting Cognitive Distortions from Patient-Therapist Interactions ↗](https://aclanthology.org/2021.clpsych-1.17/)**Sagarika Shreevastava, Peter Foltz*26 citations*
5. **[Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning ↗](https://aclanthology.org/2021.clpsych-1.24/)**Ana Sabina Uban, Berta Chulvi, Paolo Rosso*19 citations*
6. **[Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis ↗](https://aclanthology.org/2021.clpsych-1.1/)**Glorianna Jagfeld, Fiona Lobban, Paul Rayson et al.*18 citations*
7. **[Determining a Person's Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.8/)**Ulya Bayram, Lamia Benhiba*15 citations*
8. **[Analysis of Behavior Classification in Motivational Interviewing ↗](https://aclanthology.org/2021.clpsych-1.13/)**Leili Tavabi, Trang Tran, Kalin Stefanov et al.*13 citations*
9. **[Automated coherence measures fail to index thought disorder in individuals at risk for psychosis ↗](https://aclanthology.org/2021.clpsych-1.16/)**Kasia Hitczenko, Henry Cowan, Vijay Mittal et al.*10 citations*
10. **[Demonstrating the Reliability of Self-Annotated Emotion Data ↗](https://aclanthology.org/2021.clpsych-1.5/)**Anton Malko, Cecile Paris, Andreas Duenser et al.*8 citations*

## All accepted papers (24)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[On the State of Social Media Data for Mental Health Research ↗](https://aclanthology.org/2021.clpsych-1.2/)**Keith Harrigian, Carlos Aguirre, Mark Dredze*53 citations*
2. **[Learning Models for Suicide Prediction from Social Media Posts ↗](https://aclanthology.org/2021.clpsych-1.9/)**Ning Wang, Luo Fan, Yuvraj Shivtare et al.*43 citations*
3. **[Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.7/)**Sean MacAvaney, Anjali Mittu, Glen Coppersmith et al.*35 citations*
4. **[Detecting Cognitive Distortions from Patient-Therapist Interactions ↗](https://aclanthology.org/2021.clpsych-1.17/)**Sagarika Shreevastava, Peter Foltz*26 citations*
5. **[Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning ↗](https://aclanthology.org/2021.clpsych-1.24/)**Ana Sabina Uban, Berta Chulvi, Paolo Rosso*19 citations*
6. **[Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis ↗](https://aclanthology.org/2021.clpsych-1.1/)**Glorianna Jagfeld, Fiona Lobban, Paul Rayson et al.*18 citations*
7. **[Determining a Person's Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.8/)**Ulya Bayram, Lamia Benhiba*15 citations*
8. **[Analysis of Behavior Classification in Motivational Interviewing ↗](https://aclanthology.org/2021.clpsych-1.13/)**Leili Tavabi, Trang Tran, Kalin Stefanov et al.*13 citations*
9. **[Automated coherence measures fail to index thought disorder in individuals at risk for psychosis ↗](https://aclanthology.org/2021.clpsych-1.16/)**Kasia Hitczenko, Henry Cowan, Vijay Mittal et al.*10 citations*
10. **[Demonstrating the Reliability of Self-Annotated Emotion Data ↗](https://aclanthology.org/2021.clpsych-1.5/)**Anton Malko, Cecile Paris, Andreas Duenser et al.*8 citations*
11. **[Suicide Risk Prediction by Tracking Self-Harm Aspects in Tweets: NUS-IDS at the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.10/)**Sujatha Das Gollapalli, Guilherme Augusto Zagatti, See-Kiong Ng*8 citations*
12. **[Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia ↗](https://aclanthology.org/2021.clpsych-1.4/)**Hali Lindsay, Philipp Mueller, Nicklas Linz et al.*7 citations*
13. **[Towards Low-Resource Real-Time Assessment of Empathy in Counselling ↗](https://aclanthology.org/2021.clpsych-1.22/)**Zixiu Wu, Rim Helaoui, Diego Reforgiato Recupero et al.*7 citations*
14. **[Using Psychologically-Informed Priors for Suicide Prediction in the CLPsych 2021 Shared Task ↗](https://aclanthology.org/2021.clpsych-1.12/)**Avi Gamoran, Yonatan Kaplan, Almog Simchon et al.*7 citations*
15. **[Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions ↗](https://aclanthology.org/2021.clpsych-1.15/)**Adam Tsakalidis, Dana Atzil-Slonim, Asaf Polakovski et al.*5 citations*
16. **[Hebrew Psychological Lexicons](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/)**Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski et al.*5 citations · our summary*
17. **[Qualitative Analysis of Depression Models by Demographics ↗](https://aclanthology.org/2021.clpsych-1.19/)**Carlos Aguirre, Mark Dredze*5 citations*
18. **[Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment ↗](https://aclanthology.org/2021.clpsych-1.11/)**Michelle Morales, Prajjalita Dey, Kriti Kohli*5 citations*
19. **[Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment ↗](https://aclanthology.org/2021.clpsych-1.20/)**Chelsea Chandler, Peter Foltz, Alex Cohen et al.*4 citations*
20. **[Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts ↗](https://aclanthology.org/2021.clpsych-1.14/)**Zhengping Jiang, Jonathan Zomick, Sarah Ita Levitan et al.*3 citations*
21. **[Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding ↗](https://aclanthology.org/2021.clpsych-1.18/)**Do June Min, Verónica Pérez-Rosas, Rada Mihalcea*3 citations*
22. **[Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models ↗](https://aclanthology.org/2021.clpsych-1.23/)**Eli Sherman, Keith Harrigian, Carlos Aguirre et al.*3 citations*
23. **[Towards the Development of Speech-Based Measures of Stress Response in Individuals ↗](https://aclanthology.org/2021.clpsych-1.21/)**Archna Bhatia, Toshiya Miyatsu, Peter Pirolli*3 citations*
24. **[Individual Differences in the Movement-Mood Relationship in Digital Life Data ↗](https://aclanthology.org/2021.clpsych-1.3/)**Glen Coppersmith, Alex Fine, Patrick Crutchley et al.*2 citations*

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. [**Hebrew Psychological Lexicons**Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al.*2021 · 9 citations*](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Dana Atzil-Slonim**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/dana-atzil-slonim/) · [🧑‍🔬**Ori Shapira**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/ori-shapira/) · [🧑‍🔬**Yoav Goldberg**1 work here · 9 citations](https://md.research.elamur.ai/free/en/authors/yoav-goldberg/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous Workshop on Computational Linguistics and Clinical Psychology 2019](https://md.research.elamur.ai/free/en/venues/clpsych/2019/)
- [next → Workshop on Computational Linguistics and Clinical Psychology 2026](https://md.research.elamur.ai/free/en/venues/clpsych/2026/)
- [↑ back to Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/)