Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution Paper • 2512.10696 • Published Dec 11, 2025 • 4
PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents Paper • 2506.17001 • Published Apr 12 • 3
PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents Paper • 2605.13481 • Published May 13 • 2
Position of Uncertainty: A Cross-Linguistic Study of Positional Bias in Large Language Models Paper • 2505.16134 • Published May 22, 2025 • 18