Generative Recommender with End-to-End Learnable Item Tokenization

Generative Recommender with End-to-End Learnable Item Tokenization

9 September 2024

Papers citing "Generative Recommender with End-to-End Learnable Item Tokenization"

19 / 19 papers shown

Title
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 88 0 0 06 Apr 2025
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation Haohao Qu Wenqi Fan Zihuai Zhao Qing Li 43 17 0 15 Jun 2024
IDGenRec: LLM-RecSys Alignment with Textual ID Learning Juntao Tan Shuyuan Xu Wenyue Hua Yingqiang Ge Zelong Li Yongfeng Zhang 62 26 0 27 Mar 2024
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou Hao Fei 71 5 0 19 Sep 2023
How to Index Item IDs for Recommendation Foundation Models Wenyue Hua Shuyuan Xu Yingqiang Ge Yongfeng Zhang 47 110 0 11 May 2023
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation Jinming Li Wentao Zhang Tiantian Wang Guanglei Xiong Alan Lu Gérard Medioni RALM 47 101 0 08 Apr 2023
Decoupled Side Information Fusion for Sequential Recommendation Yueqi Xie Peilin Zhou Sunghun Kim 68 113 0 23 Apr 2022
Filter-enhanced MLP is All You Need for Sequential Recommendation Kun Zhou Hui Yu Wayne Xin Zhao Ji-Rong Wen 121 262 0 28 Feb 2022
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 80 760 0 07 Jul 2021
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 87 804 0 18 Aug 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 337 19,824 0 23 Oct 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 148 2,129 0 14 Apr 2019
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 63 1,549 0 01 Nov 2018
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 61 1,682 0 19 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 120 2,390 0 20 Aug 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 192 4,928 0 02 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 57 735 0 27 Jun 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 62 2,055 0 21 Nov 2015