Workshop Schedule June 30th, 2025
13:55 Welcome
Kyle Martin and Xiaomeng Ye
3rd Workshop on Beyond Attribute-Value Case Representation (BEAR) (Workshop chairs: Alexander Schultheis, Lisa Grumbach, Pascal Reuss, Manuel Striani, Maximilian Hoffmann, Christian Zeyen, Lukas Malburg)
14:00 BEAR Session
2nd Workshop on Case-Based Reasoning and Large Language Model Synergies (CBR-LLM) (Workshop chairs: Leake, David B.; Malburg, Lukas; Ian Watson; Rosina Weber ; Nirmalie Wiratunga)
14:20 Welcome
David Leake and Nirmalie Wiratunga
14:30 Memory Session
Levels of AI Memory—And Case-Based Ways for LLMs to Ascend Them. Michael Floyd, David Leake, David Menager, Ian Watson and Kaitlynne Wilkerson
Case Hallucinations and Steps Toward Repair. Kaitlynne Wilkerson and David Leake
Memory discussion
15:30 Coffee Break
16:00 Case Acquisition Session
Decision Making in LLMs: First Step. Rosina Weber, Christopher Rauch and Savar Amin
LLM-Driven Case-Base Populating for Structuring and Integrating Restoration Experiences, Fethi Ghazouani, Franco Giustozzi and Florence Le Ber
Case acquisition discussion
16:50 Explanation Session
Agentic CBR in Action: Empowering Loan Approvals Through Interactive, Counterfactual Explanations. Agentic CBR in Action: Empowering Loan Approvals Through Interactive, Counterfactual Explanations. Pedram Salimi, Nirmalie Wiratunga and David Corsar
Context Driven Multi-Query Resolution using LLM-RAG to support the Revision of Explainability needs, Lasal Jayawardena, Anne Liret, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji and Bruno Fleisch
Explanation discussion
Workshop Close