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Probabilistic Information RetrievalCovers Probabilistic Information Retrieval, including Query Likelihood Model, Language Modeling, and smoothing techniques for non-occurring terms.
Enums: Pure DataCovers enums as a shorthand for case class hierarchies, focusing on modeling pure data.
Solver-Aided Programming for AllCovers Solver-Aided Programming, integrating SMT solvers for program verification, synthesis, and debugging, along with challenges in building solver-aided tools.
Probabilistic Retrieval ModelsCovers probabilistic retrieval models, evaluation metrics, query likelihood, user relevance feedback, and query expansion.
System Modeling LanguagesExplores the significance of System Modeling Languages like OPM, SysML, and Modelica in modern Systems Engineering.
Probabilistic RetrievalCovers Probabilistic Information Retrieval, modeling relevance as a probability, query expansion, and automatic thesaurus generation.
Pretraining: Transformers & ModelsExplores pretraining models like BERT, T5, and GPT, discussing their training objectives and applications in natural language processing.