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cs.IR2025
Break the ID-Language Barrier: An Adaption Framework for LLM-based Sequential Recommendation
Xiaohan Yu, Li Zhang, Xin Zhao +1
The recent breakthrough of large language models (LLMs) in natural language processing has sparked exploration in recommendation systems, however, their limited domain-specific kno…
cs.IR2024
RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation
Xiaohan Yu, Li Zhang, Xin Zhao +2
Large language models (LLM) have recently emerged as a powerful tool for a variety of natural language processing tasks, bringing a new surge of combining LLM with recommendation s…