Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives | ACM Computing Surveys

Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations | ACM Transactions on Information Systems

Embedding in Recommender Systems: A Survey | ACM Transactions on Information Systems

Deep Learning Based Recommender System: A Survey and New Perspectives: ACM Computing Surveys: Vol 52, No 1

Retrieval-augmented Recommender System: Enhancing Recommender Systems with Large Language Models | Proceedings of the 17th ACM Conference on Recommender Systems

Conversational Recommender Systems Using Generative Models (Gen-CRS): A Literature Review | ACM Transactions on Recommender Systems

Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation | Proceedings of the Nineteenth ACM Conference on Recommender Systems