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Natural Language Processing (Sommersemester 2015)

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

General Information

  • Weekly Hours: 2
  • Credits: 3
  • Graded: yes
  • Enrolment Deadline: 13.04.15 - 27.04.15
  • Teaching Form: VU
  • Enrolment Type: Compulsory Elective Module
  • Maximum number of participants: 40

Programs & Modules

IT-Systems Engineering BA
  • Business Process & Enterprise Technologies
  • Operating Systems & Information Systems Technology

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

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