conftrace_

recommendation system

294 papers

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Also known as

RECSYS RS

Co-occurring keywords

recommender system (534) large language model (13587) collaborative filtering (300) regret bound (1926) representation learning (6206) online learning (1777) multi-armed bandit (1098) contextual bandit (381) matrix factorization (529) user preference (114)

Papers

Jump Starting Bandits with LLM-Generated Prior Knowledge EMNLP 2024
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues EMNLP 2024
Interpolating Item and User Fairness in Multi-Sided Recommendations NIPS 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation NIPS 2024
Identify Then Recommend: Towards Unsupervised Group Recommendation NIPS 2024
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NIPS 2024
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs AAAI 2024
Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows AAAI 2024
Optimizing Recall in Deep Graph Hashing Framework for Item Retrieval (Student Abstract) AAAI 2024
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
Competition, Alignment, and Equilibria in Digital Marketplaces AAAI 2023
Guided Recommendation for Model Fine-Tuning CVPR 2023
Federated Probabilistic Preference Distribution Modelling with Compactness Co-Clustering for Privacy-Preserving Multi-Domain Recommendation IJCAI 2023
Decision-Making Context Interaction Network for Click-Through Rate Prediction AAAI 2023
Reinforcement Learning with History Dependent Dynamic Contexts ICML 2023
Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement ICML 2023
REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths NIPS 2023
Automatic Marketing Theme and Commodity Construction System for E-commerce EMNLP 2023
How Bad is Top-$K$ Recommendation under Competing Content Creators? ICML 2023
EasyRec: An Easy-to-Use, Extendable and Efficient Framework for Building Industrial Recommendation Systems AAAI 2023
Interactive Learning with Pricing for Optimal and Stable Allocations in Markets AISTATS 2023
Optimal Algorithms for Latent Bandits with Cluster Structure AISTATS 2023
Multi-Task Off-Policy Learning from Bandit Feedback ICML 2023
GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System IJCAI 2023
Fast Offline Policy Optimization for Large Scale Recommendation AAAI 2023