Natural Language Processing and eLearning
Lecturers
- Prof. Dr. Iryna Gurevych
- Dr. Torsten Zesch
Practice Class
- Organization: Daniel Bär and Nicolai Erbs (office hour: Mon, 15:00 – 16:00, please register by mail)
Organization
- Lecture: Tue, 9:50 – 11:30, Room S2|02|D017
- Practice class: Wed, 9:50 – 11:30, Room S2|02|D017
- Additional programming hands-on: Thu, 11:30 – 13:00, Room S2|02|D017
The learning material is available from the Moodle eLearning platform.
The required passcode will be distributed during the lecture.
Course Content
The lecture will deal with the following topics:
- Introduction to NLP
- Discourse & Dialogue
- Tutoring Systems
- Automatic generation of exercises
- Reading Assistance
- Writing Assistance
- Assessment of Learner Generated Discourse
- Plagiarism Detection
- Keyphrase Extraction
- Link Discovery
- Automatic Structure Discovery (TOCs, Concept Maps, Headline Generation)
Literature
- Daniel Jurafsky and James H. Martin. Speech and Language Processing. An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition. Second Edition. Prentice Hall, 2000.
- Kai-Uwe Carstensen, Christian Ebert, Cornelia Endriss, Susanne Jekat, Ralf Klabunde. Computerlinguistik und Sprachtechnologie. Eine Einführung. Second Edition. Spektrum-Verlag, 2004.