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Introduction to Deep Learning (with an NLP angle)
DozentIn: Prof. Dr. Elia Bruni
Veranstaltungstyp: Vorlesung und Übung
Ort: 93/E31: Di. 12:00 - 14:00 (14x), 15/130: Mi. 10:00 - 12:00 (14x)
Zeiten: Di. 12:00 - 14:00 (wöchentlich), Ort: 93/E31, Mi. 10:00 - 12:00 (wöchentlich), Ort: 15/130
Beschreibung: Natural language processing (NLP) is the subfield of artificial intelligence that is concerned with making machines able to understand, process and use natural language. Because people communicate almost everything in language -- emails, text messages, language translation, virtual assistants, etc. -- NLP applications are everywhere. However, NLP is also hard: the ambiguities and noise inherent to human communication make traditional symbolic techniques frequently ineffective for representing and analysing language data. Recently, deep learning (or neural network) approaches have achieved a number of remarkable successes in NLP, leading to great commercial and academic interest in the field.
