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Recommender Systems

313 directly classified papers

Papers per year

Papers

Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023
A Sentiment and Emotion Annotated Dataset for Bitcoin Price Forecasting Based on Reddit Posts EMNLP 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation AISTATS 2022
MovingFashion: A Benchmark for the Video-To-Shop Challenge WACV 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review NAACL 2022
Learning from a Learning User for Optimal Recommendations ICML 2022
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces ICML 2022
Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios IJCAI 2022
Multi-View Intent Disentangle Graph Networks for Bundle Recommendation AAAI 2022
DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022
Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites AAAI 2022
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022