Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method

Kyoungmin Kim, Martin Catheland, Anastasia Ailamaki

Evaluating a natural-language yes/no predicate over a document corpus under an accuracy target - the semantic filter - is a cornerstone of LLM-based data processing. Calling the LL…