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arxiv_llm_reliability ยท Nov 7, 2026 ยท paper

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TransMem: Transition-Aware Retrieval for Evolving Personal Memory

arxiv.orgNov 7, 2026
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Long-term personalized agents are increasingly expected to answer queries over user histories in which preferences, goals, and constraints evolve across interleaved conversations. Existing retrieval-based and structur...

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