Natural Language Processing (Sommersemester 2012)

Lecturer: Prof. Dr. Felix Naumann (Information Systems)

General Information

• Weekly Hours: 2
• Credits: 3
• Graded: yes
• Enrolment Deadline: 1.4.2012 - 25.4.2012
• Teaching Form: VU
• Enrolment Type: Compulsory Elective Module

Programs, Module Groups & Modules

Description

• Introduction
• Introduction to Language Technology
• Language Modeling

• Machine Learning for NLP
• Learning Techniques
• Classification Algorithms
• Clustering Algorithms

• NLP Techniques
• Part Of Speech Tagging
• Syntactic Analysis
• Named Entity Recognition
• Word Similarity
• Word Sense Disambiguation
• Lexical Semantics & Semantic Role Labeling

• NLP Applications
• Text Categorization
• Information Extraction & Ontology Extraction
• Question Answering
• Sentiment Analysis
• Summarization
• Machine Translation
• Information Retrieval

Learning

Lecture + couple of exercises 

Examination

Examination at end of semes

• Attending lectures regularly
• Doing exercises

Dates

ab 19.04. regulär in HS 3

- für den 10.05. wird eine Verlegung rechtzeitig bekanntgegeben (H-E.52 res.)

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