Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model

Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model

26 May 2025

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Papers citing "Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model"

19 / 19 papers shown

Title
Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding? Yutong Hu Quzhe Huang Mingxu Tao Chen Zhang Yansong Feng 94 31 0 09 May 2024
Large Language Models for Intent-Driven Session Recommendations Zhu Sun Hongyang Liu Xinghua Qu Kaidong Feng Yan Wang Yew-Soon Ong LRM 91 32 0 07 Dec 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts? Jiaqi Li Mengmeng Wang Zilong Zheng Muhan Zhang ELM RALM 90 134 0 08 Nov 2023
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation Yang Zhang Fuli Feng Jizhi Zhang Keqin Bao Qifan Wang Xiangnan He 97 88 0 30 Oct 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 208 93 0 22 Aug 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.6K 13,525 0 27 Feb 2023
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 210 4,109 0 10 Apr 2020
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 82 221 0 12 Oct 2019
FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction Tongwen Huang Zhiqi Zhang Junlin Zhang 146 287 0 23 May 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 203 2,199 0 14 Apr 2019
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Weiping Song Chence Shi Zhiping Xiao Zhijian Duan Yewen Xu Ming Zhang Jian Tang CML 117 862 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,531 0 11 Oct 2018
Deep Interest Evolution Network for Click-Through Rate Prediction Guorui Zhou Na Mou Ying Fan Qi Pi Weijie Bian Chang Zhou Xiaoqiang Zhu Kun Gai 130 1,069 0 11 Sep 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 65 1,056 0 14 Mar 2018
Deep & Cross Network for Ad Click Predictions Ruoxi Wang Bin Fu Gang Fu Mingliang Wang 104 1,241 0 17 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 906 133,201 0 12 Jun 2017
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He 128 2,668 0 13 Mar 2017
Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks Rahul Dey F. Salem 130 1,421 0 20 Jan 2017
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Ruining He Julian McAuley BDL 100 915 0 06 Oct 2015