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IA161 Natural Language Processing in Practice (autumn 2024)

See NlpInPracticeCourse2023 for the previous year.

URL
http://nlp.fi.muni.cz/NlpInPracticeCourse
Lectures
Presentations to be added/updated during the course. Handouts are the slides for printing.
Ask questions in the 💬 discussion forum.
  1. Opinion mining, sentiment analysis (25.9.)
  2. Language modelling (2.10.)
  3. Extracting structured information from text (9.10.)
  4. Stylometry (16.10.)
  5. Machine translation (23.10.)
  6. Large Language Resources from the Web, Plagiarism Detection (30.10.)
  7. Topic identification, topic modelling (6.11.)
  8. Parsing of Czech: Between Rules and Stats (13.11.)
  9. Named Entity Recognition (20.11.)
  10. Indexing and Searching Very Large Texts (27.11.)
  11. Anaphora resolution (4.12.)
  12. Generative Language Models (11.12.)
  13. no lecture, finishing and corrections of previous tasks (18.12.)
Evaluation
Colloquium is passed when at least 75% of results (i.e. 9 tasks) from the practical sessions is solved and uploaded to the appropriate homework vaults (odevzdávárny). Each task is to be uploaded within the one week before the next lecture. Comments on the task assessment are provided via Teacher's Notebooks in IS.