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Recommender Systems

1012 directly classified papers

Papers per year

Papers

DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022
Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022
Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities AAAI 2022
Accelerating Learned Sparse Indexes Via Term Impact Decomposition EMNLP 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract) IJCAI 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022
Argument Mining for Review Helpfulness Prediction EMNLP 2022
Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System ACL 2022
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems AAAI 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022
Towards Resolving Propensity Contradiction in Offline Recommender Learning IJCAI 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review NAACL 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Two-sided fairness in rankings via Lorenz dominance NIPS 2021
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms NIPS 2021
Preventing Overfitting via Sample Reweighting for Recommender System Incremental Update (Student Abstract) AAAI 2021
A Gang of Adversarial Bandits NIPS 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
On Component Interactions in Two-Stage Recommender Systems NIPS 2021
Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021