SOTAVerified

Session-Based Recommendations

Recommendation based on a sequence of events. e.g. next item prediction

Papers

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Showing 151–172 of 172 papers

TitleStatusHype
Hierarchical Multi-Task Learning Framework for Session-based Recommendations—0
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems—0
Augmenting Recurrent Neural Networks with High-Order User-Contextual Preference for Session-Based Recommendation—0
Improved Recurrent Neural Networks for Session-based Recommendations—0
Exploiting Group-level Behavior Pattern forSession-based Recommendation—0
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning—0
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network—0
Incorporating Like-Minded Peers to Overcome Friend Data Sparsity in Session-Based Social Recommendations—0
Exploiting Positional Information for Session-based Recommendation—0
Integrating Large Language Models with Graphical Session-Based Recommendation—0
Active Large Language Model-based Knowledge Distillation for Session-based Recommendation—0
InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models—0
Session-based Recommendation with Hypergraph Attention Networks—0
Item Cluster-aware Prompt Learning for Session-based Recommendation—0
KnowledgeCheckR: Intelligent Techniques for Counteracting Forgetting—0
Knowledge-enhanced Session-based Recommendation with Temporal Transformer—0
Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning—0
Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons—0
Language Models as Recommender Systems: Evaluations and Limitations—0
Latent Variable Session-Based Recommendation—0
Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors—0
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective—0
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