University of Iowa 3 credits ECE
Introduction to modern techniques in natural language processing (NLP), with emphasis on language models; recent advances in language modeling have enabled systems that translate text, answer questions, and engage in spoken conversation; topics include language modeling, representation learning, deep learning approaches for NLP, text classification, sequence tagging, machine translation, and Transformers, among others. Recommendations: ECE:2400 or BME:2200 prior to enrolling.
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