Publications

NLP for Mental Health

2023

• Semantic Similarity Models for Depression Severity Estimation
• Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych
• EMNLP 2023 | [PDF]

2022

• NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence
• Neha Warikoo, Tobias Mayer, Dana Atzil-Slonim, Amir Eliassaf, Shira Haimovitz, Iryna Gurevych
• PAI4MH 2022 (NeurIPS 2022) | [PDF]

• GDPR compliant collection of Therapist-Patient-Dialogues
• Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych
• PAI4MH 2022 (NeurIPS 2022) | [PDF]