Tutorial on Large Language Models for Recommendation

Keyphrases

• Large Language Models 100%
• Recommender Systems 20%
• Foundation Models 20%
• Recommendation Tasks 20%
• Model-based Recommender Systems 20%
• User Preference 10%
• User Engagement 10%
• Large Animal Model 10%
• Multi-task Learning 10%
• Accurate Recommendation 10%
• Deep Model 10%
• Explanation Generation 10%
• Model Design 10%
• Contextual Information 10%
• User Satisfaction 10%
• Multimodality 10%
• Personalized Recommendation 10%
• Natural Language 10%
• Data Preparation 10%
• Model Pretraining 10%
• Current Recommendations 10%
• Design Model 10%
• Rating Prediction 10%
• Shallow Model 10%
• Language Instruction 10%
• Sequential Recommendation 10%
• Recommendation Engine 10%
• Generative Recommendation 10%
• Item Descriptions 10%
• Preparation Model 10%
• Recommendation Generation 10%

Computer Science

• Large Language Model 100%
• Recommender System 20%
• Model-Based Recommender System 20%
• User Preference 10%
• User Engagement 10%
• Multitask Learning 10%
• User Satisfaction 10%
• Multimodality 10%
• Contextual Information 10%
• Data Preparation 10%
• Multiple Perspective 10%
• Natural-Language Understanding 10%
• Recommendation Engine 10%