Enhancing ID and Text Fusion via Alternative Training in Session-based
Recommendation

Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation

14 February 2024

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Papers citing "Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation"

15 / 15 papers shown

Title
Representation Learning with Large Language Models for Recommendation Xubin Ren Wei Wei Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang Dawei Yin Chao Huang 189 171 0 24 Oct 2023
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning Chenzhuang Du Jiaye Teng Tingle Li Yichen Liu Tianyuan Yuan Yue Wang Yang Yuan Hang Zhao 168 45 0 02 May 2023
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space Yupeng Hou Binbin Hu Qing Cui Wayne Xin Zhao 80 100 0 23 Apr 2022
Balanced Multimodal Learning via On-the-fly Gradient Modulation Xiaokang Peng Yake Wei Andong Deng Dong Wang Di Hu 78 213 0 29 Mar 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) Yu Huang Junyang Lin Chang Zhou Hongxia Yang Longbo Huang 60 96 0 23 Mar 2022
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 94 171 0 15 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 140 820 0 18 Aug 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 880 42,379 0 28 May 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 120 453 0 29 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 191 2,177 0 14 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 181 2,442 0 20 Aug 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 84 2,096 0 21 Nov 2015

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