Probabilistic Retrieval ModelsCovers probabilistic retrieval models, evaluation metrics, query likelihood, user relevance feedback, and query expansion.
Pretraining: Transformers & ModelsExplores pretraining models like BERT, T5, and GPT, discussing their training objectives and applications in natural language processing.
Probabilistic RetrievalCovers Probabilistic Information Retrieval, modeling relevance as a probability, query expansion, and automatic thesaurus generation.
