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Recommender Systems

1012 directly classified papers

Papers per year

Papers

Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation AAAI 2023
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation EMNLP 2023
Supply-Side Equilibria in Recommender Systems NIPS 2023
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NIPS 2023
Enabling Team of Teams: A Trust Inference and Propagation (TIP) Model in Multi-Human Multi-Robot Teams RSS 2023
Multi-slots Online Matching with High Entropy ICML 2022
Accuracy meets Diversity in a News Recommender System COLING 2022
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022
Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling COLING 2022
Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022
Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022
Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
MINER: Multi-Interest Matching Network for News Recommendation ACL 2022
Linear Bandit Algorithms with Sublinear Time Complexity ICML 2022
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022