Natural Language Processing and Text Mining

Information extraction, morphosyntactic markup, syntax and semantics, statistical models and models based on rules, linguistic modeling, clustering, learning, machine translation, software for PLN.

Basic Information

Workload
45 hours

Mandatory: 

  • Feldman, R., & Sanger, J. (2007). The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data. Cambridge University Press.
  • Finegan, E. (2007). Language: Its Structure and Use (5 ed.). Wadsworth.
  • Manning, C. D., & Schütze, H. (1999). Foundations Of Statistical Natural Language Processing. MIT Press.
  • Pereira, F. C. N. (1994). Natural Language Processing. MIT Press.
  • Klavans, J. L., & Resnik, P. (Eds.). (1996). The Balancing Act: Combining Symbolic and Statistical Approaches to Language. MIT Press.
  • Young, S., & Bloothooft, G. (Eds.). (1997). Corpus-Based Methods in Language and Speech. Springer.