2 papers
cs.CL2026
Staying In Character: Perspective-Bounded Memory For Book-Based Role-Playing Agents
Xushuo Tang, Junhe Zhang, Zihan Yang +4
Recent LLM role-playing systems build character agents from novels by extracting characters, scenes, and relations. Yet long-narrative role-playing suffers from two failures: Factu…
cs.DB2025
Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data
Longbin Lai, Changwei Luo, Yunkai Lou +2
Large Language Models (LLMs) have recently demonstrated remarkable performance in tasks such as Retrieval-Augmented Generation (RAG) and autonomous AI agent workflows. Yet, when fa…