LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations

LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations

Priyaranjan Pattnayak, Souvik Chowdhury, Amit Agarwal, Hitesh Laxmichand Patel. IJCNLP (2025).

Abstract. This paper studies lifecycle-aware clustering for multi-turn customer support conversations with LLM guidance. The goal is to organize support interaction histories more effectively so downstream analysis and assistance systems can work over cleaner conversational structure.

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