MemDuet: Learning Dual-Process Memory for Long-Context Reasoning

Jiangcheng Song, Haodong Jing, Yulin Mu +7

Reasoning over infinitely long documents is becoming a reality with recurrent memory agents. However, increasing context length exacerbates the trade-off between reasoning performa…