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recommendation system

305 papers

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Also known as

RECSYS RS

Co-occurring keywords · papers mentioning both

recommender system (71) large language model (47) collaborative filtering (45) regret bound (22) representation learning (19) online learning (18) multi-armed bandit (17) contextual bandit (16) matrix factorization (16) neural network (14)

Papers

Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval COLING 2025 Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025 Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation AAAI 2025 Exploring Unified Training Framework for Multimodal User Profiling COLING 2025 Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025 HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction EMNLP 2025 Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 2025 Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning EMNLP 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM-Powered User Simulator for Recommender System AAAI 2025 LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025 LOHRec: Leveraging Order and Hierarchy in Generative Sequential Recommendation EMNLP 2025 Long-Sequence Recommendation Models Need Decoupled Embeddings ICLR 2025 Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems EMNLP 2025 MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025 Multi-Conditional Ranking with Large Language Models NAACL 2025 Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025 Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025 Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025 MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles ACL 2025 Neural Combinatorial Clustered Bandits for Recommendation Systems AAAI 2025 On Using Arabic Language Dialects in Recommendation Systems NAACL 2025 Open-Set Living Need Prediction with Large Language Models ACL 2025