Posts tagged: Algorithms & Models
1 post(s)
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A Comprehensive Survey of Recommendation Algorithms: From Collaborative Filtering to Large Language Models
September 6, 2025Recommender Systems Collaborative Filtering Content-Based Filtering Hybrid Recommenders Matrix Factorization Personalized Ranking Recommendations Retrieval-Augmented Generation (RAG) Generative Search Multimodal Search (Text, Image, Audio) Algorithms & Models Embeddings (Word2Vec, GloVe, etc.) Transformers BERT Dense Retrieval Graph Algorithms Ranking Information Retrieval (IR)