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cs.CL2026
CAST: Character-and-Scene Episodic Memory for Agents
Kexin Ma, Bojun Li, Yuhua Tang +2
Episodic memory is a central component of human memory, which refers to the ability to recall coherent events grounded in who, when, and where. However, most agent memory systems o…
cs.CL2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs
Kexin Ma, Ruochun Jin, Xi Wang +3
Retrieval-Augmented Large Language Models (RALMs) have made significant strides in enhancing the accuracy of generated responses.However, existing research often overlooks the data…