NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence. - Neha Warikoo; Tobias Mayer 004; Dana Atzil-Slonim; Amir Eliassaf; Shira Haimovitz; Iryna Gurevych (CoRR, 2022)

Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media. - Jiayu Song; Jenny Chim; Adam Tsakalidis; Julia Ive; Dana Atzil-Slonim; Maria Liakata (ACL (Findings), 2024)

Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues. - Tobias Mayer 004; Neha Warikoo; Amir Eliassaf; Dana Atzil-Slonim; Iryna Gurevych (EACL (1), 2024)

Clinically meaningful timeline summarisation in social media for mental health monitoring. - Jiayu Song; Jenny Chim; Adam Tsakalidis; Julia Ive; Dana Atzil-Slonim; Maria Liakata (CoRR, 2024)

Large language models for mental health. - Andreas Triantafyllopoulos; Yannik Terhorst; Iosif Tsangko; Florian B. Pokorny; Katrin D. Bartl-Pokorny; Lennart Seizer; Ayal Klein; Jenny Chim; Dana Atzil-Slonim; Maria Liakata; Markus Bühner; Johanna Löchner; et al. (CoRR, 2024)

Temporal reasoning for timeline summarisation in social media. - Jiayu Song; Mahmud Elahi Akhter; Dana Atzil-Slonim; Maria Liakata (ACL (1), 2025)

Enhancing Depression Detection via Question-wise Modality Fusion. - Aishik Mandal; Dana Atzil-Slonim; Thamar Solorio; Iryna Gurevych (CoRR, 2025)

Tailored Emotional LLM-Supporter: Enhancing Cultural Sensitivity. - Chen Cecilia Liu; Hiba Arnaout; Nils Kovacic; Dana Atzil-Slonim; Iryna Gurevych (CoRR, 2025)