IV161 Natural Language Processing in Practice (autumn 2025)
Since autumn 2025 the course code changes from IA161 to IV161 NLP in Practice.
See NlpInPracticeCourse2024 for the previous year.
- URL
- http://nlp.fi.muni.cz/NlpInPracticeCourse
- Lectures
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Presentations to be added/updated during the course. Handouts are the slides for printing.
Ask questions in the 💬 discussion forum.- Opinion mining, sentiment analysis (15.9.)
- Language modelling (22.9.)
- Named Entity Recognition (27.9.)
- Stylometry (6.10.)
- Large Language Resources from the Web, Plagiarism Detection (13.10.)
- Topic identification, topic modelling (20.10.)
- Machine translation (27.10.)
- Parsing of Czech: Between Rules and Stats (3.11.)
- Indexing and Searching Very Large Texts (10.11.)
- Extracting structured information from text (24.11.)
- Anaphora resolution (1.12.)
- Generative Language Models (8.12.)
- Evaluation
- Colloquium is passed when at least 75% of results (i.e. 9 tasks) from the practical sessions have been 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 assessments are provided via Teacher's Notebooks in IS. All evaluations will be available no earlier than during the exam period (to avoid discriminating against the final lectures).