title : Context Driven Multi-Query Resolution using LLM-RAG to support the Revision of Explainability needs

Authors:Lasal Jayawardena(RGU), Anne Liret (BT), Nirmalie Wiratunga(RGU), Ikechukwu Nkisi-Orji(RGU) and Bruno Fleisch (BT)

published at ICCBR 2025 conference proceedings LNCS 15662 (Jluy 2025). in Book : Case-Based Reasoning Research and Development, Chapter No: 8, Chapter DOI:10.1007/978-3-031-96559-3_8

This is one result from a research fellowship work with RGU and Sri Lanka IIT, following up the iSee project end. this is in particular investigating the evolution of user intent while user is evaluating explanation and interacting with dialog manager. the work has managed to identify such evolution of intent and classify it on 4 real cases.