Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.

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Title: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
Authors: Zhang, Junjie1, junjie.zhang@ruc.edu.cn, Xie, Ruobing2, xrbsnowing@163.com, Hou, Yupeng3, yphou@ucsd.edu, Zhao, Xin4, batmanfly@gmail.com, Lin, Leyu2, goshawklin@tencent.com, Wen, Ji-Rong1, jrwen@ruc.edu.cn
Source: ACM Transactions on Information Systems; Sep2025, Vol. 43 Issue 5, p1-37, 37p
Database: Applied Science & Technology Source
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  Data: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
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  Data: <searchLink fieldCode="AU" term="%22Zhang%2C+Junjie%22">Zhang, Junjie</searchLink><relatesTo>1</relatesTo>, <i>junjie.zhang@ruc.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xie%2C+Ruobing%22">Xie, Ruobing</searchLink><relatesTo>2</relatesTo>, <i>xrbsnowing@163.com</i><br /><searchLink fieldCode="AU" term="%22Hou%2C+Yupeng%22">Hou, Yupeng</searchLink><relatesTo>3</relatesTo>, <i>yphou@ucsd.edu</i><br /><searchLink fieldCode="AU" term="%22Zhao%2C+Xin%22">Zhao, Xin</searchLink><relatesTo>4</relatesTo>, <i>batmanfly@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Lin%2C+Leyu%22">Lin, Leyu</searchLink><relatesTo>2</relatesTo>, <i>goshawklin@tencent.com</i><br /><searchLink fieldCode="AU" term="%22Wen%2C+Ji-Rong%22">Wen, Ji-Rong</searchLink><relatesTo>1</relatesTo>, <i>jrwen@ruc.edu.cn</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=187393991
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        Value: 10.1145/3708882
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        Text: English
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      – TitleFull: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
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              M: 09
              Text: Sep2025
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              Y: 2025
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