= [[https://is.muni.cz/auth/predmet/fi/ia161|IA161 Natural Language Processing in Practice]] (autumn 2023) =

See [wiki:"en/NlpInPracticeCourse2022" NlpInPracticeCourse2022] 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. [[br]]
 Ask questions in the [https://is.muni.cz/auth/discussion/predmetove/fi/podzim2023/IA161/ 💬 discussion forum].
 1. [[NlpInPracticeCourse/OpinionSentiment|Opinion mining, sentiment analysis]] (19.9.)
  * [raw-attachment:anlp-01-OpinionSentiment.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-01-OpinionSentiment-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_opinionsentiment/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/LanguageModelling|Language modelling]] (26.9.)
  * [raw-attachment:anlp-06-LanguageModelling.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-06-LanguageModelling-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_languagemodelling/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/InformationExtraction|Extracting structured information from text]] (3.10.)
  * [raw-attachment:anlp-08-InformationExtraction.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-08-InformationExtraction-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_informationextraction/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/Stylometry|Stylometry]] (10.10.)
  * [raw-attachment:anlp-13-Stylometry.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-13-Stylometry-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_stylometry/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/LanguageResourcesFromWeb|Building Language Resources from the Web]] (17.10.)
  * [raw-attachment:anlp-05-LanguageResourcesFromWeb.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-05-LanguageResourcesFromWeb-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_languageresourcesfromweb/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/MachineTranslation|Machine translation]] (24.10.)
  * [raw-attachment:anlp-02-MachineTranslation.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-02-MachineTranslation-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_machinetranslation/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/TopicModelling|Topic identification, topic modelling]] (31.10.)
  * [raw-attachment:anlp-07-TopicModelling.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-07-TopicModelling-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_topicmodelling/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/ParsingCzech|Parsing of Czech: Between Rules and Stats]] (7.11.)
  * [raw-attachment:anlp-03-ParsingCzech.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-03-ParsingCzech-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_parsingczech/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/NamedEntityRecognition|Named Entity Recognition]] (14.11.)
  * [raw-attachment:anlp-04-NamedEntityRecognition.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-04-NamedEntityRecognition-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_namedentityrecognition/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/CorpusIndexing|Indexing and Searching Very Large Texts]] (21.11.)
  * [raw-attachment:anlp-11-CorpusIndexing.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-11-CorpusIndexing-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_corpusindexing/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/AnaphoraResolution|Anaphora resolution]] (28.11.)
  * [raw-attachment:anlp-12-AnaphoraResolution.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-12-AnaphoraResolution-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_anaphoraresolution/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/GenerativeLanguageModels|Generative Language Models]] (5.12.)
  * [raw-attachment:anlp-16-nGenerativeLanguageModels.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-16-nGenerativeLanguageModels-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_generativemodels/  homework vault (odevzdávárna)]
 1. [[NlpInPracticeCourse/AutomaticCorrection|Automatic language correction]] (12.12.)
  * [raw-attachment:anlp-14-AutomaticCorrection.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-14-AutomaticCorrection-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_automaticcorrection/  homework vault (odevzdávárna)]
{{{#!comment
 1. [[NlpInPracticeCourse/TerminologyIdentification|Terminology and Keyphrase Extraction]] (5.12.)
  * [raw-attachment:anlp-10-TerminologyIdentification.pdf:wiki:en/NlpInPracticeCourse presentation]
  * [raw-attachment:anlp-10-TerminologyIdentification-handout.pdf:wiki:en/NlpInPracticeCourse handout]
  * [https://is.muni.cz/auth/el/1433/podzim2023/IA161/ode/ode_terminologyidentification homework vault (odevzdávárna)]
}}}
 [=#evaluation 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 [https://is.muni.cz/auth/student/poznamkove_bloky_nahled Teacher's Notebooks in IS].