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Recommender Systems

1012 directly classified papers

Papers per year

Papers

How Bad is Top-$K$ Recommendation under Competing Content Creators? ICML 2023
Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method JMLR 2023
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023
Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023
Embedding Mental Health Discourse for Community Recommendation ACL 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023
Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning AAAI 2023
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
Graph Structure Learning on User Mobility Data for Social Relationship Inference AAAI 2023
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023
Factual and Informative Review Generation for Explainable Recommendation AAAI 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction AAAI 2023
Explainable Recommendation with Personalized Review Retrieval and Aspect Learning ACL 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline ACL 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023
HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark ACL 2023
Robust Sequence Networked Submodular Maximization AAAI 2023
Reinforced Target-driven Conversational Promotion EMNLP 2023