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recommendation system

305 papers

RECSYS RS

Papers

CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024 CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence NeurIPS 2024 Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 DFRP: A Dual-Track Feedback Recommendation System for Educational Resources IJCAI 2024 Distributional Off-Policy Evaluation for Slate Recommendations AAAI 2024 Efficient Interactive Maximization of BP and Weakly Submodular Objectives UAI 2024 End-to-end Learnable Clustering for Intent Learning in Recommendation NeurIPS 2024 Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues EMNLP 2024 Expert with clustering: Hierarchical online preference learning framework L4DC 2024 Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024 Federated Adaptation for Foundation Model-based Recommendations IJCAI 2024 Federated Recommendation with Additive Personalization ICLR 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Hierarchical Reinforcement Learning for Point of Interest Recommendation IJCAI 2024 Identify Then Recommend: Towards Unsupervised Group Recommendation NeurIPS 2024 ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering ICLR 2024 Interpolating Item and User Fairness in Multi-Sided Recommendations NeurIPS 2024 Jump Starting Bandits with LLM-Generated Prior Knowledge EMNLP 2024 Learning Conditional Preference Networks: An Approach Based on the Minimum Description Length Principle IJCAI 2024 Learning Fair Representations for Recommendation via Information Bottleneck Principle IJCAI 2024 LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024 Methods, Applications, and Directions of Learning-to-Rank in NLP Research NAACL 2024