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Lecture: Introduction to Natural Language Processing - Details
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Lehrveranstaltung wird in Präsenz abgehalten.

General information

Course name Lecture: Introduction to Natural Language Processing
Course number INF-0457
Semester WS 2023/24
Current number of participants 27
Home institute Professur für Sprachverstehen mit Anwendung Digital Humanities
Courses type Lecture in category Teaching
First date Wednesday, 18.10.2023 12:15 - 13:45, Room: (1005N)
Type/Form Interactive teaching (on-site) with self-study components
Online/Digitale Veranstaltung Veranstaltung wird in Präsenz abgehalten.
Hauptunterrichtssprache englisch
Weitere Unterrichtssprache(n) deutsch
ECTS points 5

Rooms and times

(2013N or 1005N)
Monday: 10:00 - 11:30, weekly (13x)
(1005N)
Wednesday: 12:15 - 13:45, weekly (12x)

Module assignments

Comment/Description

Natural Language Processing (NLP) aims to enable computers to understand, interpret, and generate human language and is thus an interdisciplinary field at the intersection of linguistics, computer science, and artificial intelligence. Recent advances in NLP have been driven by the availability of large datasets and the development of powerful deep learning models.

This course covers the core concepts of state-of-the-art deep-learning-based natural language processing (NLP) including basic machine learning concepts, word embeddings, neural networks, transformers, language models, text classification, sequence labeling, machine translation, parsing, and ethics in NLP. The practical part of the course will introduce Python-based NLP (prior knowledge of Python or participating in the Introduction to Python course is highly recommended).