Gustave Cortal
I'm a research scientist at Callyope, doing natural language processing for mental health. My work includes analyzing spontaneous speech for psychiatric disorders, generating summaries of clinical documents, and optimizing inference for clinical workloads.
I completed my PhD in natural language processing at ENS Paris-Saclay, developing language models to analyze subjective experience. My work spans extracting thoughts, feelings, and behaviors from personal narratives, modeling psychological patterns in language, and connecting emotion analysis with theories from cognitive science.
News
- Aug 2026Our paper on interpretable topic modeling of spontaneous speech in depression appeared in JMIR Mental Health.
- Jan 2026I defended my PhD, Natural language processing for subjectivity analysis in personal narratives, at ENS Paris-Saclay.
- Nov 2025Our paper Formalizing Style in Personal Narratives appeared at EMNLP.
- Oct 2025I released Beck, language models adapted using psychotherapeutic preference data.
- Jul 2025I released Piaget, language models for psychological and philosophical reasoning, and the training dataset PsychologicalReasoning-15k.