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Recommender Systems

1012 directly classified papers

Papers per year

Papers

HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations NIPS 2023
REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation AAAI 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation ICML 2023
Inflow, Outflow, and Reciprocity in Machine Learning ICML 2023
Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023
Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation AAAI 2023
CP-Rec: Contextual Prompting for Conversational Recommender Systems AAAI 2023
COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems EMNLP 2023
Conversational Recommendation as Retrieval: A Simple, Strong Baseline ACL 2023
Reinforced Target-driven Conversational Promotion EMNLP 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023
Performative Recommendation: Diversifying Content via Strategic Incentives ICML 2023
HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network NSDI 2023
Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation WACV 2023
Knowledge-Grounded Natural Language Recommendation Explanation EMNLP 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
A Survey on User Behavior Modeling in Recommender Systems IJCAI 2023
Embedding Mental Health Discourse for Community Recommendation ACL 2023