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When Does Selection Replace Extraction? A Pre-Registered Test of Agent Memory with a Typed Decision Model

Sharma, Rishabh et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languageh-3-3i-2-7information-retrieval
Does conversational memory need LLM-extracted facts, or is selecting the right raw turns enough? Published results disagree. Extraction-based systems report gains from distilled facts. Recent studies find raw history with good ranking does as well, but disagree about whether ranking matters. We ran
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