2 papers
cs.CV2026
From Pixels to Purchase: Building and Evaluating a Taxonomy-Decoupled Visual Search Engine for Home Goods E-commerce
Cheng Lyu, Jingyue Zhang, Ryan Maunu +3
Visual search is critical for e-commerce, especially in style-driven domains where user intent is subjective and open-ended. Existing industrial systems typically couple object det…
cs.CL2025
End-to-End Aspect-Guided Review Summarization at Scale
Ilya Boytsov, Vinny DeGenova, Mikhail Balyasin +4
We present a scalable large language model (LLM)-based system that combines aspect-based sentiment analysis (ABSA) with guided summarization to generate concise and interpretable p…