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collaborative filtering

298 papers

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Also known as

CCF CF

Co-occurring keywords

recommender system (529) matrix factorization (529) recommendation system (292) matrix completion (356) graph neural network (3945) representation learning (6174) large language model (12755) user modeling (134) user preference (114) online learning (1770)

Papers

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024
Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024
Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024
LGMRec: Local and Global Graph Learning for Multimodal Recommendation AAAI 2024
Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024
Modeling Knowledge Graphs with Composite Reasoning AAAI 2024
Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023
Hybrid and Collaborative Passage Reranking ACL 2023
Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
Revisiting Item Promotion in GNN-Based Collaborative Filtering: A Masked Targeted Topological Attack Perspective AAAI 2023
Coder Reviewer Reranking for Code Generation ICML 2023
Partial Matrix Completion NIPS 2023
Recommender Systems with Generative Retrieval NIPS 2023
SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes ICML 2023
Knowledge-Grounded Natural Language Recommendation Explanation EMNLP 2023
Interactive Learning with Pricing for Optimal and Stable Allocations in Markets AISTATS 2023
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023
Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints NIPS 2023
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding EMNLP 2023
Embedding Mental Health Discourse for Community Recommendation ACL 2023
Toward Job Recommendation for All IJCAI 2023
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss NIPS 2023
Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022