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Recommender Systems

313 directly classified papers

Papers per year

Papers

Using Learning Analytics for Adaptive Exercise Generation ACL 2023
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU AAAI 2023
Cookie Consent Has Disparate Impact on Estimation Accuracy NIPS 2023
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems EMNLP 2023
VIP5: Towards Multimodal Foundation Models for Recommendation EMNLP 2023
Evaluating Digital Agriculture Recommendations with Causal Inference AAAI 2023
TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation EMNLP 2023
Query-Aware Quantization for Maximum Inner Product Search AAAI 2023
Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
LANCER: A Lifetime-Aware News Recommender System AAAI 2023
An Improved Approximation Algorithm for Wage Determination and Online Task Allocation in Crowd-Sourcing AAAI 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation ACL 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023
Submodular Maximization under the Intersection of Matroid and Knapsack Constraints AAAI 2023
Reinforced Target-driven Conversational Promotion EMNLP 2023
Interactive Learning with Pricing for Optimal and Stable Allocations in Markets AISTATS 2023
Revisiting Item Promotion in GNN-Based Collaborative Filtering: A Masked Targeted Topological Attack Perspective AAAI 2023
Optimal Algorithms for Latent Bandits with Cluster Structure AISTATS 2023
Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts ACL 2023
Embedding Mental Health Discourse for Community Recommendation ACL 2023