CogMem: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models

Yiran Zhang, Jincheng Hu, Mark Dras +1

Large language models (LLMs) excel at single-turn reasoning but often lose accuracy and coherence over extended, multi-turn interactions. Recent evaluations such as TurnBench highl…