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cs.CL2025
QUARTZ : QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization
Mohamed Imed Eddine Ghebriout, Gaël Guibon, Ivan Lerner +1
Dialogue summarization aims to distill the core meaning of a conversation into a concise text. This is crucial for reducing the complexity and noise inherent in dialogue-heavy appl…
cs.AI2025
Towards Ontology-Based Descriptions of Conversations with Qualitatively-Defined Concepts
Barbara Gendron, Gaël Guibon, Mathieu D'aquin
The controllability of Large Language Models (LLMs) when used as conversational agents is a key challenge, particularly to ensure predictable and user-personalized responses. This…