Sumit on Mythryl: “Retriever-Free Retrieval: Navigating Documents with Decision Models…”

Retriever-Free Retrieval: Navigating Documents with Decision Models Retrieves by walking down a corpus hierarchy, with a decision model scoring all candidates at each level in a single pass, without generating tokens. 📝 arxiv.org/abs/2610.35868

arxiv.orgRetriever-Free Retrieval: Navigating Documents with Decision ModelsWhile language models have become dramatically more capable, retrieval still largely relies on lexical matching or similarity in fixed embedding spaces. This creates a capability asymmetry: what the r...

27/10/26, 6:17 pm0 reposts0 likes

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