Recommender Systems

Bridging Recommendation and Marketing via Recurrent Intensity Modeling ICLR 2022 Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NeurIPS 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 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 Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NeurIPS 2022 Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022 CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling COLING 2022 Detecting Abrupt Changes in Sequential Pairwise Comparison Data NeurIPS 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022 Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022 Doctor Recommendation in Online Health Forums via Expertise Learning ACL 2022 “Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022 Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond NeurIPS 2022 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 Eliciting Thinking Hierarchy without a Prior NeurIPS 2022 Enhancing Sequential Recommendation with Graph Contrastive Learning IJCAI 2022 Estimating and Penalizing Induced Preference Shifts in Recommender Systems ICML 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 Fourier Learning with Cyclical Data ICML 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems NeurIPS 2022 GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022