MemDuet: Learning Dual-Process Memory for Long-Context Reasoning
Reasoning over infinitely long documents is becoming a reality with recurrent memory agents. However, increasing context length exacerbates the trade-off between reasoning performance and inference efficiency. Inspired by Kahneman's account of fast and slow thinking, we propose MemDuet, a dual-process memory framework...
Jiang-Cheng Song, Hao-Dong Jing, Yu-Ling Mu et al.
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