Hasso-Plattner-Institut
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Natural Language Processing (Sommersemester 2015)

Dozent: Dr. Mariana Neves (Enterprise Platform and Integration Concepts)
Website zum Kurs: https://hpi.de/en/plattner/teaching/summerterm2015/naturallanguageprocessing.html

Beschreibung


  • 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

Allgemeine Information

  • Semesterwochenstunden : 2
  • ECTS : 3
  • Benotet : Ja
  • Einschreibefrist : 13.04.15 - 27.04.15
  • Programm : IT-Systems Engineering MA
  • Lehrform : VU
  • Belegungsart : Wahlpflicht
  • Maximale Teilnehmerzahl : 40

Module

  • Business Process & Enterprise Technologies
  • Operating Systems & Information Systems Technology

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