​IA161 Advanced Techniques of Natural Language Processing (autumn 2019)

See AdvancedNlpCourse2018 for the previous year.

URL

​http://nlp.fi.muni.cz/AdvancedNlpCourse

Lectures

To be added during the course. Handouts are the slides for printing.

1. Opinion mining, sentiment analysis (18.9.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
2. Automatic relation extraction (25.9.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
3. Machine translation (2.10.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
4. Named Entity Recognition (9.10.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
5. Parsing of Czech: Between Rules and Stats (16.10.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
6. Building Language Resources from the Web (23.10.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
7. Language modelling (30.10.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
8. Anaphora resolution (6.11.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
9. Extracting structured information from text (13.11.)
   • presentation
   • handout
   • ​homework vault (odevzdávárna)
10. Indexing and Searching Very Large Texts (20.11.)
    • presentation
    • handout
    • ​homework vault (odevzdávárna)
11. Topic identification, topic modelling (27.11.)
    • presentation
    • handout
    • ​homework vault (odevzdávárna)
12. Stylometry (4.12.)
    • presentation
    • handout
    • ​homework vault (odevzdávárna)
13. Automatic language correction (11.12.)
    • presentation
    • handout
    • ​homework vault (odevzdávárna)

Evaluation

Colloquium is passed when at least 75% of results from the practical sessions is uploaded to the appropriate homework vaults (odevzdávárny). Each task is to be uploaded within the one week before the next lecture.

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