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Taxonomy-Guided Zero-Shot Recommendations with LLMs

Taxonomy-Guided Zero-Shot Recommendations with LLMs

21 February 2025
Yueqing Liang
Liangwei Yang
Chen Wang
Xiongxiao Xu
Philip S. Yu
Kai Shu
ArXivPDFHTML

Papers citing "Taxonomy-Guided Zero-Shot Recommendations with LLMs"

5 / 5 papers shown
Title
Exploring How LLMs Capture and Represent Domain-Specific Knowledge
Exploring How LLMs Capture and Represent Domain-Specific Knowledge
Mirian Hipolito Garcia
Camille Couturier
Daniel Madrigal Diaz
Ankur Mallick
Anastasios Kyrillidis
Robert Sim
Victor Rühle
Saravan Rajmohan
30
0
0
23 Apr 2025
Entropy-Based Block Pruning for Efficient Large Language Models
Entropy-Based Block Pruning for Efficient Large Language Models
Liangwei Yang
Yuhui Xu
Juntao Tan
Doyen Sahoo
S.
Caiming Xiong
H. Wang
Shelby Heinecke
AAML
28
0
0
04 Apr 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
Weizhi Zhang
Liangwei Yang
Wooseong Yang
Henry Peng Zou
Yuqing Liu
Ke Xu
Sourav Medya
Philip S. Yu
59
2
0
03 Mar 2025
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender
  System
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System
Yunfan Gao
Tao Sheng
Youlin Xiang
Yun Xiong
Haofen Wang
Jiawei Zhang
RALM
KELM
129
265
0
25 Mar 2023
Training Large-Scale News Recommenders with Pretrained Language Models
  in the Loop
Training Large-Scale News Recommenders with Pretrained Language Models in the Loop
Shitao Xiao
Zheng Liu
Yingxia Shao
Tao Di
Xing Xie
VLM
AIFin
121
41
0
18 Feb 2021
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