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Recommender Systems

1012 directly classified papers

Papers per year

Papers

U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021
Knowledge-Enhanced Top-K Recommendation in Poincaré Ball AAAI 2021
Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback AAAI 2021
Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation IJCAI 2021
Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021
Graph Heterogeneous Multi-Relational Recommendation AAAI 2021
Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction EMNLP 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021
Point-of-Interest Type Prediction using Text and Images EMNLP 2021
Preference-Adaptive Meta-Learning for Cold-Start Recommendation IJCAI 2021
Demonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract) AAAI 2021
FedRec++: Lossless Federated Recommendation with Explicit Feedback AAAI 2021
Adversarial Combinatorial Bandits with General Non-linear Reward Functions ICML 2021
Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract) AAAI 2021
Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021
Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases AAAI 2021
Keyword Augmentation via Generative Methods ACL 2021
Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021
User Retention: A Causal Approach with Triple Task Modeling IJCAI 2021
OpenML-Python: an extensible Python API for OpenML JMLR 2021
Every Bite Is an Experience: Key Point Analysis of Business Reviews ACL 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System ACL 2021
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants EMNLP 2021
Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021