Koushik Sinha Deb

Discourse-Guided Summarisation of Psychotherapy Dialogues via Graph-Fused Language Models.

Psychotherapy summarisation poses unique challenges due to the emotional nuance, relational complexity, and non-linear discourse of therapeutic dialogues. Existing large language models (LLMs), even when fine-tuned, often fail to capture these structures, leading to clinically incomplete or incoherent summaries. In thi...