2 papers
cs.IR2025
Image-Seeking Intent Prediction for Cross-Device Product Search
Mariya Hendriksen, Svitlana Vakulenko, Jordan Massiah +2
Large Language Models (LLMs) are transforming personalized search, recommendations, and customer interaction in e-commerce. Customers increasingly shop across multiple devices, fro…
cs.CV2025
Benchmark Granularity and Model Robustness for Image-Text Retrieval
Mariya Hendriksen, Shuo Zhang, Ridho Reinanda +3
Image-Text Retrieval (ITR) systems are central to multimodal information access, with Vision-Language Models (VLMs) showing strong performance on standard benchmarks. However, thes…