Natural Language Processing (Sommersemester 2014)
Lecturer:
Prof. Dr. Felix Naumann
(Information Systems)
,
Prof. Dr. Felix Naumann
(Information Systems)
General Information
- Weekly Hours: 2
- Credits: 3
- Graded:
yes
- Enrolment Deadline: 1.4.2014 - 28.4.2014
- Teaching Form: VU
- Enrolment Type: Compulsory Elective Module
Programs, Module Groups & Modules
- Business Process & Enterprise Technologies
- Operating Systems & Information Systems Technology
Description
More details in
https://epic.hpi.uni-potsdam.de/Home/NaturalLanguageProcessingSS2014</span>
- 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 semester
Prerequisite for attending the exam:
- Attending lectures regularly
- Doing exercises
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