Path-Specific Counterfactual Fairness for Recommender Systems Jun 5, 2023 Blocking counterfactual
Code Code Available CTRL: Connect Collaborative and Language Model for CTR Prediction Jun 5, 2023 Click-Through Rate Prediction Language Modeling
— Unverified COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search Jun 5, 2023 Language Modeling Language Modelling
Code Code Available Improving Conversational Recommendation Systems via Counterfactual Data Simulation Jun 5, 2023 Conversational Recommendation counterfactual
Code Code Available User Behavior Simulation with Large Language Model based Agents Jun 5, 2023 Language Modeling Language Modelling
Code Code Available Large Language Model Augmented Narrative Driven Recommendations Jun 4, 2023 Data Augmentation Language Modeling
Code Code Available Generative Flow Network for Listwise Recommendation Jun 4, 2023 Diversity Recommendation Systems
Code Code Available Graph Transformer for Recommendation Jun 4, 2023 Collaborative Filtering Data Augmentation
Code Code Available STUDY: Socially Aware Temporally Causal Decoder Recommender Systems Jun 2, 2023 Decoder Recommendation Systems
— Unverified Hierarchical Reinforcement Learning for Modeling User Novelty-Seeking Intent in Recommender Systems Jun 2, 2023 Hierarchical Reinforcement Learning Recommendation Systems
— Unverified Système de recommandations basé sur les contraintes pour les simulations de gestion de crise Jun 2, 2023 Management Recommendation Systems
— Unverified Self Contrastive Learning for Session-based Recommendation Jun 2, 2023 Contrastive Learning Data Augmentation
Code Code Available Reducing Popularity Bias in Recommender Systems through AUC-Optimal Negative Sampling Jun 2, 2023 Fairness Recommendation Systems
Code Code Available A Survey on Explainability of Graph Neural Networks Jun 2, 2023 Drug Discovery Recommendation Systems
— Unverified Semi-supervised Community Detection via Structural Similarity Metrics Jun 1, 2023 Community Detection Recommendation Systems
— Unverified A Multi-Modal Latent-Features based Service Recommendation System for the Social Internet of Things Jun 1, 2023 Recommendation Systems
— Unverified Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes Jun 1, 2023 Food recommendation Nutrition
Code Code Available A Survey on Fairness-aware Recommender Systems Jun 1, 2023 Decision Making Fairness
— Unverified TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest May 31, 2023 Recommendation Systems Sequential Recommendation
Code Code Available A Survey on Large Language Models for Recommendation May 31, 2023 Recommendation Systems
Code Code Available Representer Point Selection for Explaining Regularized High-dimensional Models May 31, 2023 Binary Classification Collaborative Filtering
— Unverified Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces May 31, 2023 Benchmarking Recommendation Systems
Code Code Available The News Delivery Channel Recommendation Based on Granular Neural Network May 30, 2023 Collaborative Filtering Deep Learning
— Unverified Robust Reinforcement Learning Objectives for Sequential Recommender Systems May 30, 2023 Offline RL Recommendation Systems
Code Code Available Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation May 30, 2023 Computational Efficiency Recommendation Systems
Code Code Available Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender May 29, 2023 Diversity Recommendation Systems
— Unverified Human Body Shape Classification Based on a Single Image May 29, 2023 Benchmarking Classification
— Unverified Pure Spectral Graph Embeddings: Reinterpreting Graph Convolution for Top-N Recommendation May 28, 2023 Collaborative Filtering Recommendation Systems
Code Code Available DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication May 27, 2023 Link Prediction Recommendation Systems
Code Code Available Choosing the Right Weights: Balancing Value, Strategy, and Noise in Recommender Systems May 27, 2023 Misinformation Recommendation Systems
— Unverified Towards Explainable Conversational Recommender Systems May 27, 2023 Explainable Recommendation Explanation Generation
Code Code Available CARAMEL: A Succinct Read-Only Lookup Table via Compressed Static Functions May 26, 2023 Recommendation Systems
— Unverified Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach May 26, 2023 Learning-To-Rank Recommendation Systems
— Unverified FARA: Future-aware Ranking Algorithm for Fairness Optimization May 26, 2023 Exposure Fairness Fairness
Code Code Available Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System May 26, 2023 Explainable Recommendation Recommendation Systems
— Unverified Graph-Based Model-Agnostic Data Subsampling for Recommendation Systems May 25, 2023 Recommendation Systems
— Unverified Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning May 25, 2023 Contrastive Learning Information Retrieval
— Unverified On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization May 25, 2023 Memorization Recommendation Systems
— Unverified Large Language Models for User Interest Journeys May 24, 2023 Natural Language Understanding Recommendation Systems
— Unverified Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems May 24, 2023 Diversity Point Processes
— Unverified GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking May 24, 2023 Benchmarking Graph Mining
Code Code Available How Graph Convolutions Amplify Popularity Bias for Recommendation? May 24, 2023 Recommendation Systems
Code Code Available Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights May 24, 2023 Recommendation Systems Transfer Learning
Code Code Available Function Basis Encoding of Numerical Features in Factorization Machines May 23, 2023 Recommendation Systems
Code Code Available Advances and Challenges of Multi-task Learning Method in Recommender System: A Survey May 23, 2023 Multi-Task Learning Recommendation Systems
— Unverified Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning May 23, 2023 Recommendation Systems reinforcement-learning
— Unverified Curse of "Low" Dimensionality in Recommender Systems May 23, 2023 Diversity Fairness
— Unverified The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey May 23, 2023 Recommendation Systems
— Unverified Conversational Recommendation as Retrieval: A Simple, Strong Baseline May 23, 2023 Conversational Recommendation Data Augmentation
— Unverified Simulating News Recommendation Ecosystem for Fun and Profit May 23, 2023 News Recommendation Recommendation Systems
— Unverified 