Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual
User Behaviors

Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors

28 March 2024

Papers citing "Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors"

12 / 12 papers shown

Title
Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation Qidong Liu Xiangyu Zhao Yejing Wang Zijian Zhang Howard Zhong Chong Chen X. Li Wei Huang Feng Tian AI4TS 26 0 0 25 Apr 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 65 5 0 28 Mar 2025
Process-Supervised LLM Recommenders via Flow-guided Tuning Chongming Gao Mengyao Gao Chenxiao Fan Shuai Yuan Wentao Shi Xiangnan He 76 2 0 10 Mar 2025
Large Language Model Enhanced Recommender Systems: A Survey Q. Liu Xiangyu Zhao Yuhao Wang Y. Wang Zijian Zhang ... Maolin Wang Pengyue Jia Chong Chen Wei Huang Feng Tian OffRL 82 0 0 18 Dec 2024
Leveraging Large Language Models for Active Merchant Non-player Characters Byungjun Kim Minju Kim Dayeon Seo Bugeun Kim 87 0 0 15 Dec 2024
Balancing Efficiency and Effectiveness: An LLM-Infused Approach for Optimized CTR Prediction Guoxiao Zhang Yi Wei Yadong Zhang Huajian Feng Qiang Liu 78 0 0 09 Dec 2024
EasyRec: Simple yet Effective Language Models for Recommendation Xubin Ren Chao Huang SyDa 24 5 0 16 Aug 2024
On Softmax Direct Preference Optimization for Recommendation Yuxin Chen Junfei Tan An Zhang Zhengyi Yang Leheng Sheng Enzhi Zhang Xiang Wang Tat-Seng Chua 32 24 0 13 Jun 2024
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item Qidong Liu Xian Wu Xiangyu Zhao Yejing Wang Zijian Zhang Feng Tian Yefeng Zheng 35 11 0 31 May 2024
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 227 103 0 27 Oct 2022
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 82 39 0 20 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022