Extraction d’arguments basée sur les transformateurs pour des applications dans le domaine de la santé (Transformer-based Argument Mining for Healthcare Applications)

no code implementations • JEP/TALN/RECITAL 2021 • Tobias Mayer, Elena Cabrio, Serena Villata

Nous présentons des résumés en français et en anglais de l’article (Mayer et al., 2020) présenté à la conférence 24th European Conference on Artificial Intelligence (ECAI-2020) en 2020.

Argument Mining

GDPR Compliant Collection of Therapist-Patient-Dialogues

no code implementations • 22 Nov 2022 • Tobias Mayer, Neha Warikoo, Oliver Grimm, Andreas Reif, Iryna Gurevych

While these conversations are part of the daily routine of clinicians, gathering them is usually hindered by various ethical (purpose of data usage), legal (data privacy) and technical (data formatting) limitations.

NLP meets psychotherapy: Using predicted client emotions and self-reported client emotions to measure emotional coherence

no code implementations • 22 Nov 2022 • Neha Warikoo, Tobias Mayer, Dana Atzil-Slonim, Amir Eliassaf, Shira Haimovitz, Iryna Gurevych

No study has examined EC between the subjective experience of emotions and emotion expression in therapy or whether this coherence is associated with clients' well being.

Emotion Recognition

Evidence Type Classification in Randomized Controlled Trials

no code implementations • WS 2018 • Tobias Mayer, Elena Cabrio, Serena Villata

Randomized Controlled Trials (RCT) are a common type of experimental studies in the medical domain for evidence-based decision making.

Argument Mining Classification +3