3 papers
cs.AI2026
BudgetVerify: Budget-Tiered Verification for Financial QA
Janet Jenq, Hongda Shen
Financial question answering often requires precise numerical extraction, unit handling, and arithmetic over tables and text, but applying expensive verification uniformly wastes t…
cs.LG2025
Turning Adversaries into Allies: Reversing Typographic Attacks for Multimodal E-Commerce Product Retrieval
Janet Jenq, Hongda Shen
Multimodal product retrieval systems in e-commerce platforms rely on effectively combining visual and textual signals to improve search relevance and user experience. However, visi…
cs.IR2025
Visual Zero-Shot E-Commerce Product Attribute Value Extraction
Jiaying Gong, Ming Cheng, Hongda Shen +3
Existing zero-shot product attribute value (aspect) extraction approaches in e-Commerce industry rely on uni-modal or multi-modal models, where the sellers are asked to provide det…