Leaderboards/Mental Health via Writing

Mental Health via Writing

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Yejin Bang
Hong Kong University of Science and Technology
2
Kailai Yang
University of Manchester
3
Hamad Zogan
Jazan University
4
Amna Amanat
Kinnaird College for Women University
5
Alena Bermes
Heinrich Heine University Düsseldorf
6
Chong Chen
Jiangnan University
7
Rijul Chaturvedi
Indian Institute of Management Ahmedabad
8
Harnain Kour
University of Jammu
9
Xuhai Xu
Google (United States)
10
Taewan Kim
Samsung (South Korea)

Rising Stars Papers

1
Mental-LLM
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies|2024
180 cit.
2
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
Unknown Journal|2024
128 cit.
3
MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling
Unknown Journal|2024
97 cit.
4
DiaryMate: Understanding User Perceptions and Experience in Human-AI Collaboration for Personal Journaling
Unknown Journal|2024
64 cit.
5
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said
Unknown Journal|2024
24 cit.
6
Exploring ethical frontiers of artificial intelligence in marketing
Journal of Responsible Technology|2024
22 cit.
7
Magneto-acoustic coupling: Physics, materials, and devices
Acta Physica Sinica|2024
17 cit.
8
HalluLens: LLM Hallucination Benchmark
Unknown Journal|2025
16 cit.
9
Function-driven high-throughput screening and isolation of ester-producing strains for glutinous rice wine fermentation
Food Research International|2024
11 cit.
10
Exploring the frontier of anthropomorphism in AI agents: Trends and way forward
Business and Society Review|2025
9 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Johannes C. Eichstaedt
Cardiovascular Institute of the South
2
Liang Yang
Guizhou Institute of Technology
3
Mrinal Kumar
Georgia Institute of Technology
4
Adam S. Miner
Stanford University
5
Neha Prerna Tigga
Amity University
6
Shruti Garg
Birla Institute of Technology, Mesra
7
Fang Yang
Shanghai University of Political Science and Law
8
Rajiv Ratn Shah
Indraprastha Institute of Information Technology Delhi
9
Mahwish Parveen
COMSATS University Islamabad
10
Muhammad Rizwan
NED University of Engineering and Technology

Emerging Leaders Papers

1
Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation
npj Mental Health Research|2024
273 cit.
2
Brain Tumor and Glioma Grade Classification Using Gaussian Convolutional Neural Network
IEEE Access|2022
182 cit.
3
Breast Tumor Detection and Classification in Mammogram Images Using Modified YOLOv5 Network
Computational and Mathematical Methods in Medicine|2022
110 cit.
4
Towards Examining the Link Between Green HRM Practices and Employee Green in-Role Behavior: Spiritual Leadership as a Moderator
Psychology Research and Behavior Management|2023
106 cit.
5
Privacy‐preserving federated learning cyber‐threat detection for intelligent transport systems with blockchain‐based security
Expert Systems|2022
64 cit.
6
Risk monitoring strategy for confidentiality of healthcare information
Computers & Electrical Engineering|2022
35 cit.
7
Reinforcing Communication on the Internet of Aerial Vehicles
IEEE Transactions on Green Communications and Networking|2022
32 cit.
8
Large language models display human-like social desirability biases in Big Five personality surveys
PNAS Nexus|2024
31 cit.
9
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals
Health Information Science and Systems|2022
30 cit.
10
What Do Audio Transformers Hear? Probing Their Representations For Language Delivery & Structure
2022 IEEE International Conference on Data Mining Workshops (ICDMW)|2022
26 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
James W. Pennebaker
The University of Texas at Austin
2
Junming Dai
People's Liberation Army 401 Hospital
3
Munmun De Choudhury
Georgia Institute of Technology
4
Laura A. King
University of Missouri
5
Tingshao Zhu
Institute of Psychology, Chinese Academy of Sciences
6
Eric Horvitz
Microsoft (United States)
7
Nan Zhao
Stomatological Hospital of Chongqing Medical University
8
H. Andrew Schwartz
University of Pennsylvania
9
Lyle Ungar
University of the Sciences
10
Helen Christensen
UNSW Sydney

Current Senior Leaders Papers

1
The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods
Journal of Language and Social Psychology|2009
5.8k cit.
2
Health complaints, stress, and distress: Exploring the central role of negative affectivity.
Psychological Review|1989
3k cit.
3
Mental health problems and social media exposure during COVID-19 outbreak
PLoS ONE|2020
2.8k cit.
4
Writing About Emotional Experiences as a Therapeutic Process
Psychological Science|1997
2.5k cit.
5
Guidelines for Human-AI Interaction
Unknown Journal|2019
1.9k cit.
6
The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users
International Journal of Environmental Research and Public Health|2020
1.9k cit.
7
Confronting a traumatic event: Toward an understanding of inhibition and disease.
Journal of Abnormal Psychology|1986
1.9k cit.
8
Linguistic styles: Language use as an individual difference.
Journal of Personality and Social Psychology|1999
1.8k cit.
9
Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach
PLoS ONE|2013
1.7k cit.
10
The Development and Psychometric Properties of LIWC2015
Texas ScholarWorks (Texas Digital Library)|2015
1.7k cit.

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