Comprehensive Event Representations using Event Knowledge Graphs and Natural Language Processing Mar 8, 2023 Event Extraction Knowledge Graph Completion
— Unverified Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data Mar 8, 2023 Binary Classification Recommendation Systems
— Unverified A Privacy Preserving System for Movie Recommendations Using Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified A Survey on Incremental Update for Neural Recommender Systems Mar 6, 2023 Recommendation Systems Survey
— Unverified How Auditing Methodologies Can Impact Our Understanding of YouTube's Recommendation Systems Mar 6, 2023 Recommendation Systems valid
— Unverified Discovery and Recognition of Formula Concepts using Machine Learning Mar 3, 2023 Information Retrieval Question Answering
Code Code Available Effective Visualization and Analysis of Recommender Systems Mar 2, 2023 Diversity Recommendation Systems
— Unverified Dynamic fairness-aware recommendation through multi-agent social choice Mar 2, 2023 Fairness Recommendation Systems
— Unverified Distillation from Heterogeneous Models for Top-K Recommendation Mar 2, 2023 Knowledge Distillation Recommendation Systems
Code Code Available Heterogeneous Graph Contrastive Learning for Recommendation Mar 2, 2023 Contrastive Learning Recommendation Systems
Code Code Available Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks Mar 2, 2023 Collaborative Filtering Generative Adversarial Network
— Unverified CoProver: A Recommender System for Proof Construction Mar 1, 2023 Information Retrieval LEMMA
— Unverified Efficient Explorative Key-term Selection Strategies for Conversational Contextual Bandits Mar 1, 2023 Computational Efficiency Multi-Armed Bandits
Code Code Available Entire Space Learning Framework: Unbias Conversion Rate Prediction in Full Stages of Recommender System Mar 1, 2023 Recommendation Systems Selection bias
— Unverified Modeling Multiple User Interests using Hierarchical Knowledge for Conversational Recommender System Mar 1, 2023 Recommendation Systems
— Unverified The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings Feb 28, 2023 Recommendation Systems
Code Code Available Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems Feb 28, 2023 Recommendation Systems
Code Code Available How optimal transport can tackle gender biases in multi-class neural-network classifiers for job recommendations? Feb 27, 2023 Multi-class Classification Recommendation Systems
— Unverified A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail Feb 27, 2023 Graph Neural Network Graph Representation Learning
— Unverified TwERC: High Performance Ensembled Candidate Generation for Ads Recommendation at Twitter Feb 27, 2023 Recommendation Systems Vocal Bursts Intensity Prediction
— Unverified Slate-Aware Ranking for Recommendation Feb 24, 2023 Recommendation Systems Re-Ranking
Code Code Available A Survey on User Behavior Modeling in Recommender Systems Feb 22, 2023 Recommendation Systems Survey
— Unverified Construction of Knowledge Graphs: State and Challenges Feb 22, 2023 Knowledge Graphs Management
— Unverified Commonality in Recommender Systems: Evaluating Recommender Systems to Enhance Cultural Citizenship Feb 22, 2023 Cultural Vocal Bursts Intensity Prediction Diversity
— Unverified Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems Feb 21, 2023 Graph Neural Network Knowledge Graphs
Code Code Available MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation Feb 21, 2023 CPU GPU
— Unverified Managing multi-facet bias in collaborative filtering recommender systems Feb 21, 2023 Collaborative Filtering Recommendation Systems
— Unverified Multi-Modal Self-Supervised Learning for Recommendation Feb 21, 2023 Contrastive Learning Data Augmentation
Code Code Available Dynamic Adaptation of User Preferences and Results in a Destination Recommender System Feb 20, 2023 Recommendation Systems
— Unverified Social4Rec: Distilling User Preference from Social Graph for Video Recommendation in Tencent Feb 20, 2023 Knowledge Distillation Recommendation Systems
Code Code Available Improving Training Stability for Multitask Ranking Models in Recommender Systems Feb 17, 2023 Recommendation Systems
Code Code Available Multi-Behavior Graph Neural Networks for Recommender System Feb 17, 2023 Collaborative Filtering Graph Neural Network
— Unverified LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation Feb 16, 2023 Contrastive Learning Data Augmentation
Code Code Available Neighbor Based Enhancement for the Long-Tail Ranking Problem in Video Rank Models Feb 16, 2023 Recommendation Systems TAG
— Unverified With Shared Microexponents, A Little Shifting Goes a Long Way Feb 16, 2023 Quantization Recommendation Systems
Code Code Available Intelligent Model Update Strategy for Sequential Recommendation Feb 14, 2023 model Recommendation Systems
— Unverified Practical Cross-System Shilling Attacks with Limited Access to Data Feb 14, 2023 Recommendation Systems
Code Code Available Recommending to Strategic Users Feb 13, 2023 Recommendation Systems
— Unverified On Modeling Long-Term User Engagement from Stochastic Feedback Feb 13, 2023 Recommendation Systems Reinforcement Learning (RL)
— Unverified When Can We Track Significant Preference Shifts in Dueling Bandits? Feb 13, 2023 Information Retrieval Recommendation Systems
Code Code Available Improving Recommendation Fairness via Data Augmentation Feb 13, 2023 Collaborative Filtering Data Augmentation
Code Code Available Exploiting Graph Structured Cross-Domain Representation for Multi-Domain Recommendation Feb 12, 2023 Multi-Domain Recommender Systems Recommendation Systems
Code Code Available Semi-decentralized Federated Ego Graph Learning for Recommendation Feb 10, 2023 Collaborative Filtering Graph Learning
— Unverified Debiasing Recommendation by Learning Identifiable Latent Confounders Feb 10, 2023 Causal Inference counterfactual
Code Code Available Feature Decomposition for Reducing Negative Transfer: A Novel Multi-task Learning Method for Recommender System Feb 10, 2023 Multi-Task Learning Recommendation Systems
Code Code Available Enhancing E-Commerce Recommendation using Pre-Trained Language Model and Fine-Tuning Feb 9, 2023 Language Modeling Language Modelling
Code Code Available Lorentz Equivariant Model for Knowledge-Enhanced Hyperbolic Collaborative Filtering Feb 9, 2023 Attribute Collaborative Filtering
— Unverified Adap-τ: Adaptively Modulating Embedding Magnitude for Recommendation Feb 9, 2023 Recommendation Systems
Code Code Available A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions Feb 9, 2023 Multimodal Recommendation Recommendation Systems
Code Code Available Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution Feb 8, 2023 Form Matrix Completion
Code Code Available 