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cs.IR2025
IRA: Adaptive Interest-aware Representation and Alignment for Personalized Multi-interest Retrieval
Youngjune Lee, Haeyu Jeong, Changgeon Lim +5
Online community platforms require dynamic personalized retrieval and recommendation that can continuously adapt to evolving user interests and new documents. However, optimizing m…
cs.IR2024
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine
Nayoung Choi, Youngjune Lee, Gyu-Hwung Cho +10
Large Language Models (LLMs) excel at understanding the semantic relationships between queries and documents, even with lengthy and complex long-tail queries. These queries are cha…