📰 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

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 ↗Keith Harrigian, Carlos Aguirre, Mark Dredze53 citations
2. Learning Models for Suicide Prediction from Social Media Posts ↗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 ↗Sean MacAvaney, Anjali Mittu, Glen Coppersmith et al.35 citations
4. Detecting Cognitive Distortions from Patient-Therapist Interactions ↗Sagarika Shreevastava, Peter Foltz26 citations
5. Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning ↗Ana Sabina Uban, Berta Chulvi, Paolo Rosso19 citations
6. Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis ↗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 ↗Ulya Bayram, Lamia Benhiba15 citations
8. Analysis of Behavior Classification in Motivational Interviewing ↗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 ↗Kasia Hitczenko, Henry Cowan, Vijay Mittal et al.10 citations
10. Demonstrating the Reliability of Self-Annotated Emotion Data ↗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 ↗Keith Harrigian, Carlos Aguirre, Mark Dredze53 citations
2. Learning Models for Suicide Prediction from Social Media Posts ↗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 ↗Sean MacAvaney, Anjali Mittu, Glen Coppersmith et al.35 citations
4. Detecting Cognitive Distortions from Patient-Therapist Interactions ↗Sagarika Shreevastava, Peter Foltz26 citations
5. Understanding Patterns of Anorexia Manifestations in Social Media Data with Deep Learning ↗Ana Sabina Uban, Berta Chulvi, Paolo Rosso19 citations
6. Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis ↗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 ↗Ulya Bayram, Lamia Benhiba15 citations
8. Analysis of Behavior Classification in Motivational Interviewing ↗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 ↗Kasia Hitczenko, Henry Cowan, Vijay Mittal et al.10 citations
10. Demonstrating the Reliability of Self-Annotated Emotion Data ↗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 ↗Sujatha Das Gollapalli, Guilherme Augusto Zagatti, See-Kiong Ng8 citations
12. Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia ↗Hali Lindsay, Philipp Mueller, Nicklas Linz et al.7 citations
13. Towards Low-Resource Real-Time Assessment of Empathy in Counselling ↗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 ↗Avi Gamoran, Yonatan Kaplan, Almog Simchon et al.7 citations
15. Automatic Identification of Ruptures in Transcribed Psychotherapy Sessions ↗Adam Tsakalidis, Dana Atzil-Slonim, Asaf Polakovski et al.5 citations
16. Hebrew Psychological LexiconsNatalie Shapira, Dana Atzil-Slonim, Daniel Juravski et al.5 citations · our summary
17. Qualitative Analysis of Depression Models by Demographics ↗Carlos Aguirre, Mark Dredze5 citations
18. Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment ↗Michelle Morales, Prajjalita Dey, Kriti Kohli5 citations
19. Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment ↗Chelsea Chandler, Peter Foltz, Alex Cohen et al.4 citations
20. Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts ↗Zhengping Jiang, Jonathan Zomick, Sarah Ita Levitan et al.3 citations
21. Evaluating Automatic Speech Recognition Quality and Its Impact on Counselor Utterance Coding ↗Do June Min, Verónica Pérez-Rosas, Rada Mihalcea3 citations
22. Towards Understanding the Role of Gender in Deploying Social Media-Based Mental Health Surveillance Models ↗Eli Sherman, Keith Harrigian, Carlos Aguirre et al.3 citations
23. Towards the Development of Speech-Based Measures of Stress Response in Individuals ↗Archna Bhatia, Toshiya Miyatsu, Peter Pirolli3 citations
24. Individual Differences in the Movement-Mood Relationship in Digital Life Data ↗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 LexiconsNatalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al.2021 · 9 citations

🧭 Top topics

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

🕎Hebrew & Aramaic (1)Semitic languages (1)Modern Hebrew (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)💭Psychology (1)

🧑‍🔬 Top authors

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

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

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/clpsych/2021/