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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.IR2024
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control
Thong Nguyen, Mariya Hendriksen, Andrew Yates +1
Learned sparse retrieval (LSR) is a family of neural methods that encode queries and documents into sparse lexical vectors that can be indexed and retrieved efficiently with an inv…
cs.IR2024
Multimodal Learned Sparse Retrieval for Image Suggestion
Thong Nguyen, Mariya Hendriksen, Andrew Yates
Learned Sparse Retrieval (LSR) is a group of neural methods designed to encode queries and documents into sparse lexical vectors. These vectors can be efficiently indexed and retri…