MLLM
Meet FITRep: Attention-Guided, Transparent Item Deduplication
Ever scrolled past pages of near-identical listings? Those duplicates hurt user experience and waste ad spend. FITRep is an attention-guided, white-box way to represent items across image + text, so platforms can tell what’s truly important (primary) versus extra (auxiliary) and cluster near-duplicates with confidence. * CHIE: uses Multimodal LLMs to