• Ensemble Methods
  • Decision trees
  • Bagging
  • Boosting
• Support vector machines (SVM)
  • Kernels
  • Classification
  • Regression
• Vector Quantization
  • K-means
  • Incremental neural networks
  • Self-organizing Maps

title: “Natural Language Processing” collection: teaching type: “Graduate course” permalink: /teaching/2014-spring-teaching-1 venue: “CentraleSupelec, SDI” date: 2023-02-01 location: “Metz, France” —

• Language Modeling
• Sequence labeling tasks
• General NLP tasks:
  • Sentiment analysis
  • Classfication
  • NER

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