Natural Language Processing (Sommersemester 2014)

Dozent: Prof. Dr. Felix Naumann (Information Systems) , Prof. Dr. Felix Naumann (Information Systems)

Allgemeine Information

• Semesterwochenstunden: 2
• ECTS: 3
• Benotet: Ja
• Einschreibefrist: 1.4.2014 - 28.4.2014
• Lehrform: VU
• Belegungsart: Wahlpflichtmodul

Studiengänge, Modulgruppen & Module

Beschreibung

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

Lern- und Lehrformen

Lecture + couple of exercises 

Leistungserfassung

Examination at end of semester

• Attending lectures regularly
• Doing exercises

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