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"Recommendation": models, code, and papers
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Estimating Propensity for Causality-based Recommendation without Exposure Data

Nov 01, 2023
Zhongzhou Liu, Yuan Fang, Min Wu

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Emotion-Aware Music Recommendation System: Enhancing User Experience Through Real-Time Emotional Context

Nov 17, 2023
Tina Babu, Rekha R Nair, Geetha A

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Towards Automated Negative Sampling in Implicit Recommendation

Nov 06, 2023
Fuyuan Lyu, Yaochen Hu, Xing Tang, Yingxue Zhang, Ruiming Tang, Xue Liu

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CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models

Dec 06, 2023
Hailin Zhang, Zirui Liu, Boxuan Chen, Yikai Zhao, Tong Zhao, Tong Yang, Bin Cui

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A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation

Nov 27, 2023
Siwei Liu, Xi Wang, Craig Macdonald, Iadh Ounis

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Improving Collaborative Filtering Recommendation via Graph Learning

Nov 06, 2023
Yongyu Wang

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Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems

Dec 25, 2023
Tianhao Shi, Yang Zhang, Zhijian Xu, Chong Chen, Fuli Feng, Xiangnan He, Qi Tian

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RecJPQ: Training Large-Catalogue Sequential Recommenders

Dec 18, 2023
Aleksandr V. Petrov, Craig Macdonald

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AI Recommendation System for Enhanced Customer Experience: A Novel Image-to-Text Method

Nov 16, 2023
Mohamaed Foued Ayedi, Hiba Ben Salem, Soulaimen Hammami, Ahmed Ben Said, Rateb Jabbar, Achraf CHabbouh

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LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation

Oct 30, 2023
Kai Mei, Yongfeng Zhang

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