We examined the performance of four families of large language models (LLMs) and a variety of common fuzzy matching algorithms in assessing the similarity of names and addresses in a sanctions ...

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Abstract: This paper proposes a new double-private protocol for fuzzy matching and c-fuzzy matching. Many works have been done for private database search in which the keyword that a user inputs for ...

I have a fairly small corpus of structured records sitting in a database. Given a tiny fraction of the information contained in a single record, submitted via a web form (so structured in the same way ...

Abstract: This paper studies some fuzzy schemes that can be applied in matching algorithms. A fuzzy matching algorithm is constructed by applying the fuzzy commitment technique on unary numerical ...