BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

14 April 2019

Papers citing "BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer"

50 / 220 papers shown

Title
Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation Pavan Seshadri Peter Knees 25 5 0 20 Sep 2023
CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning Qingtian Bian Jiaxing Xu Hui Fang Yiping Ke 24 9 0 09 Sep 2023
$AntM$^{2}$C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction$ AntM $^{2}$ C: A Large Scale Dataset For Multi-Scenario Multi-Modal CTR Prediction Zhaoxin Huan Ke Ding Ang Li Xiaolu Zhang Xu Min ... Linjian Mo Jinjie Gu Zhongyi Liu Wenliang Zhong Guannan Zhang 31 1 0 31 Aug 2023
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks Muhammad Adnan Yassaman Ebrahimzadeh Maboud Divyat Mahajan Prashant J. Nair 40 3 0 28 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 48 93 0 28 Aug 2023
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems Hojoon Lee Dongyoon Hwang Kyushik Min Jaegul Choo 18 6 0 22 Aug 2023
Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery Shopping Ming Li Mozhdeh Ariannezhad Andrew Yates Maarten de Rijke 36 13 0 02 Aug 2023
Knowledge Graph Self-Supervised Rationalization for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chunzhen Huang 39 88 0 06 Jul 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 69 315 0 05 Jul 2023
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer Yuchen Zhuang Xin Shen Yan Zhao Chaosheng Dong Ming Wang Jin Li Chao Zhang AI4TS 42 3 0 25 Jun 2023
Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing Ziwei Fan Zhiwei Liu Hao Peng Philip S. Yu 48 1 0 21 Jun 2023
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce Juan Gong Zhe Chen Chao Ma Zhuojian Xiao Hong Wang Guoyu Tang Lin Liu Sulong Xu Bo Long Yunjiang Jiang 16 4 0 08 Jun 2023
A Survey on Large Language Models for Recommendation Likang Wu Zhilan Zheng Zhaopeng Qiu Hao Wang Hongchao Gu ... Chen Zhu Hengshu Zhu Qi Liu Hui Xiong Enhong Chen 58 367 0 31 May 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David Evans Li Meng OffRL 33 0 0 30 May 2023
GMSF: Global Matching Scene Flow Yushan Zhang Johan Edstedt Bastian Wandt Per-Erik Forssén Maria Magnusson Michael Felsberg 48 9 0 27 May 2023
Large Language Models for User Interest Journeys Konstantina Christakopoulou Alberto Lalama Cj Adams Iris Qu Yifat Amir ... Dina Bseiso Sarah Scodel Lucas Dixon Ed H. Chi Minmin Chen 27 26 0 24 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 37 73 0 23 May 2023
PALR: Personalization Aware LLMs for Recommendation Fan Yang Zheng Chen Ziyan Jiang Eunah Cho Xiaojiang Huang Yanbin Lu 33 109 0 12 May 2023
Graph Masked Autoencoder for Sequential Recommendation Yaowen Ye Lianghao Xia Chao Huang 38 39 0 08 May 2023
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation Kibum Kim Dongmin Hyun Sukwon Yun Chanyoung Park 28 23 0 17 Apr 2023
Attention Mixtures for Time-Aware Sequential Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 38 21 0 17 Apr 2023
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services Walid Bendada Guillaume Salha-Galvan Thomas Bouabça Tristan Cazenave 24 8 0 12 Apr 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 31 99 0 08 Apr 2023
MobileRec: A Large-Scale Dataset for Mobile Apps Recommendation M. H. Maqbool Umar Farooq A. Mosharrof A.B. Siddique H. Foroosh 49 5 0 12 Mar 2023
GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation Yongqiang Han Likang Wu Hao Wang Guifeng Wang Mengdi Zhang Zhi Li Defu Lian Enhong Chen 45 24 0 01 Mar 2023
Embeddings for Tabular Data: A Survey Rajat Singh Srikanta J. Bedathur LMTD 37 2 0 23 Feb 2023
A Theoretical Understanding of Shallow Vision Transformers: Learning, Generalization, and Sample Complexity Hongkang Li Ming Wang Sijia Liu Pin-Yu Chen ViT MLT 42 57 0 12 Feb 2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation Yuan Cao Xudong Zhang Fan Zhang Feifei Kou Josiah Poon Xiongnan Jin Yongheng Wang Jinpeng Chen 10 2 0 08 Feb 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 34 5 0 06 Feb 2023
Interaction Order Prediction for Temporal Graphs N. Bannur Mashrin Srivastava Harsha Vardhan 29 0 0 04 Feb 2023
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads A. Awad Denisa Roberts Eden Dolev Andrea Heyman Zahra Ebrahimzadeh Zoe Weil Marcin Mejran Vaibhav Malpani Mahir Yavuz 41 6 0 02 Feb 2023
Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation Ziwei Fan Zhiwei Liu Hao Peng Philip S Yu 38 15 0 28 Jan 2023
Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers Khalil Damak Sami Khenissi O. Nasraoui BDL 37 7 0 22 Jan 2023
Reusable Self-Attention Recommender Systems in Fashion Industry Applications Marjan Celikik Jacek Wasilewski Ana Peleteiro Ramallo 19 4 0 17 Jan 2023
Convolution-enhanced Evolving Attention Networks Yujing Wang Yaming Yang Zhuowan Li Jiangang Bai Mingliang Zhang Xiangtai Li Jiahao Yu Ce Zhang Gao Huang Yu Tong ViT 34 6 0 16 Dec 2022
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation Yizhou Dang Enneng Yang G. Guo Linying Jiang Xingwei Wang Xiaoxiao Xu Qinghui Sun Hong Liu AI4TS 26 49 0 16 Dec 2022
Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations Evgeny Frolov Ivan Oseledets 13 6 0 12 Dec 2022
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning Kyuyong Shin Hanock Kwak Wonjae Kim Jisu Jeong Seungjae Jung KyungHyun Kim Jung-Woo Ha Sang-Woo Lee 32 4 0 07 Dec 2022
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism Xupeng Miao Yujie Wang Youhe Jiang Chunan Shi Xiaonan Nie Hailin Zhang Bin Cui GNN MoE 50 61 0 25 Nov 2022
Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates Tobias Schnabel Mengting Wan Longqi Yang HAI 27 9 0 11 Nov 2022
Feature Engineering vs BERT on Twitter Data Ryiaadh Gani L. Chalaguine 24 4 0 28 Oct 2022
Recommendation with User Active Disclosing Willingness Lei Wang Xu Chen Quanyu Dai Zhenhua Dong 19 2 0 25 Oct 2022
Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer Ziwei Fan Zhiwei Liu Chen Wang Peijie Huang Hao Peng Philip S. Yu 22 7 0 24 Oct 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment Chenxiao Yang Qitian Wu Qingsong Wen Zhiqiang Zhou Liang Sun Junchi Yan OODD OOD 39 21 0 24 Oct 2022
Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters Hyunsik Jeon Jun-Gi Jang Taehun Kim U. Kang 40 7 0 19 Oct 2022
Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems Zhengbang Zhu Rongjun Qin Junjie Huang Xinyi Dai Yang Yu Yong Yu Weinan Zhang 46 2 0 11 Oct 2022
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation Xiaolin Zheng Jiajie Su Weiming Liu Chaochao Chen 65 47 0 21 Sep 2022
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions E. Gholami Mohammad Motamedi A. Aravindakshan 56 9 0 16 Sep 2022
ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation Yu Wang Hengrui Zhang Zhiwei Liu Liangwei Yang Philip S. Yu DRL 47 48 0 27 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 49 5 0 23 Aug 2022