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Enhancing User Intent for Recommendation Systems via Large Language Models

Enhancing User Intent for Recommendation Systems via Large Language Models

18 January 2025
Xiaochuan Xu
Zeqiu Xu
Peiyang Yu
Jiani Wang
ArXiv (abs)PDFHTML

Papers citing "Enhancing User Intent for Recommendation Systems via Large Language Models"

11 / 11 papers shown
Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method
Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method
Shurui Wu
Xinyi Huang
Dingxin Lu
AI4MH
255
16
0
05 Apr 2025
Challenges and Innovations in LLM-Powered Fake News Detection: A Synthesis of Approaches and Future Directions
Challenges and Innovations in LLM-Powered Fake News Detection: A Synthesis of Approaches and Future Directions
Jingyuan Yi
Zeqiu Xu
Tianyi Huang
Peiyang Yu
368
21
0
01 Feb 2025
The Application of Large Language Models in Recommendation Systems
The Application of Large Language Models in Recommendation Systems
Peiyang Yu
Zeqiu Xu
Jiani Wang
Xiaochuan Xu
429
19
0
20 Jan 2025
Beyond Single-Event Extraction: Towards Efficient Document-Level
  Multi-Event Argument Extraction
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Wanlong Liu
Li Zhou
DingYi Zeng
Yichen Xiao
Shaohuan Cheng
Chen Zhang
Grandee Lee
Malu Zhang
Wenyu Chen
147
25
0
03 May 2024
Large Language Models for Intent-Driven Session Recommendations
Large Language Models for Intent-Driven Session Recommendations
Zhu Sun
Hongyang Liu
Xinghua Qu
Kaidong Feng
Yan Wang
Yew-Soon Ong
LRM
272
56
0
07 Dec 2023
Representation Learning with Large Language Models for Recommendation
Representation Learning with Large Language Models for RecommendationThe Web Conference (WWW), 2023
Xubin Ren
Wei Wei
Lianghao Xia
Lixin Su
Suqi Cheng
Junfeng Wang
D. Yin
Chao Huang
473
313
0
24 Oct 2023
Enhancing Document-level Event Argument Extraction with Contextual Clues
  and Role Relevance
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role RelevanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Wanlong Liu
Shaohuan Cheng
DingYi Zeng
Hong Qu
250
40
0
08 Oct 2023
Zero-Shot Next-Item Recommendation using Large Pretrained Language
  Models
Zero-Shot Next-Item Recommendation using Large Pretrained Language Models
Lei Wang
Ee-Peng Lim
LRM
165
83
0
06 Apr 2023
Trustworthy Recommender Systems
Trustworthy Recommender SystemsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Shoujin Wang
Xiuzhen Zhang
Yan Wang
Huan Liu
Francesco Ricci
277
94
0
10 Aug 2022
Towards Universal Sequence Representation Learning for Recommender
  Systems
Towards Universal Sequence Representation Learning for Recommender SystemsKnowledge Discovery and Data Mining (KDD), 2022
Yupeng Hou
Shanlei Mu
Wayne Xin Zhao
Yaliang Li
Bolin Ding
Ji-Rong Wen
AI4TS
283
292
0
13 Jun 2022
Intent Contrastive Learning for Sequential Recommendation
Intent Contrastive Learning for Sequential RecommendationThe Web Conference (WWW), 2022
Yong-Guang Chen
Zhiwei Liu
Jia Li
Julian McAuley
Caiming Xiong
237
396
0
05 Feb 2022
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