CSE6390

This is an old revision of the document!

---

Class Presentation notes information:

• notes on in-class presentation
  • in-class presentation

• information retrieval & vector space model
  • retrieval strategies - vector space model
  • IR models - vector space model
  • generalized vector space model
  • document ranking and the vector space model
  • IR models - vector space model2
  • NLP - vector space model
  • vector space model for automatic indexing
  • term weighting problem
  • vector space model for automatic indexing
  • introduction to the vector space mode
  • vector space model from wikipedia

• text classification
  • text classification from labelled & unlabelled documents
  • chapter 16 from Manning's book
  • evaluating kernel performance in multiCategory hypertext classification
  • Text Categorization with Support VectorMachines
  • text classification using string kernels
  • text classification
  • text classification tutorial
  • text classification

• parser evaluation
  • parser evaluation
  • evaluation of broad-coverage natural-language parsers
  • framework and resources for NL parser evaluation
  • parser evaluation and the BNC
  • formalism-independent parser evaluation with CCG and DepBank

• probabilistic modeling and joint probability model
  • the probabilistic model

• fully independent model and naive Bayes model
  • model selection

• n-gram model
  • n-gram author profiles

• hidden Markov model
  • hmm word alignment in statistical translation

• Bayesian networks
  • Bayesian networks - independencies & inference

• Probabilistic parsing
  • probabilistic parsing