Collaborative cross-modal fusion with Large Language Model for recommendation

Collaborative cross-modal fusion with Large Language Model for recommendation

Despite the success of conventional collaborative filtering (CF) approaches for recommendation systems, they exhibit limitations in leveraging semantic knowledge within the textual attributes of users and items. Recent focus on the application of large language models for recommendation (LLM4Rec) ha...

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Bibliographic Details
Main Authors: LIU, Zhongzhou, ZHANG, Hao, DONG, Kuicai, FANG, Yuan
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Large Language Models
Recommendation systems
Cross-modal
Collaborative filtering
Artificial Intelligence and Robotics
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/9751
https://ink.library.smu.edu.sg/context/sis_research/article/10751/viewcontent/CIKM24_CCFLLM.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9751
https://ink.library.smu.edu.sg/context/sis_research/article/10751/viewcontent/CIKM24_CCFLLM.pdf

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