INFORMATION RETRIEVAL

Catalog description

Introduces the foundations and advanced techniques of Information Retrieval (IR). Emphasizes the design and implementation of text-based information systems such as search engines and recommender systems. Covers topics including text processing and indexing, query understanding, (large) language models, learning to rank, evaluation and user models, recommendation and personalization, conversational system, and neural models for IR.