一作SIGIR 2026Oral· Information Retrieval (Full)
Dynamic Memory Forest: Constructing and Tracing Conversational Trajectories for Long-Term Conversation
Cai Ke · Bin Liang · Xin Liu · Yue Yu · HUI WANG · Ruifeng Xu
摘要
While large language models (LLMs) have made significant progress in expanding their context windows, they still face great challenges in effectively organizing and utilizing long-term memory to maintain conversation consistency and coherence. Summarizing historical conversations has achieved rem...