Safwat Hassan

ReFilter is a hybrid framework that first Retrieves semantically related candidate apps using embeddings and then applies LLM-based contextual Filtering to identify true functionally similar apps with higher precision, enabling more accurate app comparisons and supports improved ecosystem understanding, competitor analysis, and recommendations.