Jingjie Lin
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126
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NLP×1AI×1
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2026
Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue
The paper introduces RefMem-Bench, a new benchmark for measuring reflective memory in long-horizon dialogue, and proposes REMIND, a framework that significantly improves models' ability to synthesize fragmented cues into high-level interpretations.
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Papers
cs.CLcs.AIRecentMay 31, 2026
Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue
Jingjie Lin, Bingbing Wang, Zihan Wang, Zhengda Jin +3 more
The paper introduces RefMem-Bench, a new benchmark for measuring reflective memory in long-horizon dialogue, and proposes REMIND, a framework that significantly improves models' ability to synthesize…
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