Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study

Ayal Klein   ^{1, 2, 3} , PhD ;   Jiayu Song   ¹ , MSc ;   Jenny Chim   ¹ , PhD ;   Liran Keren   ² , MA ;   Andreas Triantafyllopoulos   ⁴ , PhD ;   Björn Schuller   ^{4, 5} , Prof Dr ;   Maria Liakata   ^{1, 6} , Prof Dr ;   Dana Atzil-Slonim   ² , Prof Dr

¹ School of Electronic Engineering and Computer Science, Queen Mary University of London, London, England, United Kingdom

² Department of Psychology, Bar-Ilan University, Ramat Gan, Israel

³ Department of Computer Science, Ariel University, Ariel, Judea and Samaria Area, Israel

⁴ Chair of Health Informatics, Technical University of Munich, Munich, Germany

⁵ GLAM – Group on Language, Audio, & Music, Imperial College London, London, England, United Kingdom

⁶ The Alan Turing Institute, London, United Kingdom