= [[https://is.muni.cz/auth/predmet/fi/ia161|IA161 Advanced Techniques of Natural Language Processing]] (autumn 2020) = See [wiki:"en/AdvancedNlpCourse2019" AdvancedNlpCourse2019] 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. [[AdvancedNlpCourse/OpinionSentiment|Opinion mining, sentiment analysis]] (8.10.) * [raw-attachment:anlp-01-OpinionSentiment.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-01-OpinionSentiment-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/opinionsentiment/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/MachineTranslation|Machine translation]] (15.10.) * [raw-attachment:anlp-02-MachineTranslation.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-02-MachineTranslation-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/machinetranslation/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/Stylometry|Stylometry]] (22.10.) * [raw-attachment:anlp-13-Stylometry.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-13-Stylometry-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/stylometry/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/NamedEntityRecognition|Named Entity Recognition]] (29.10.) * [raw-attachment:anlp-04-NamedEntityRecognition.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-04-NamedEntityRecognition-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/namedentityrecognition/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/CorpusIndexing|Indexing and Searching Very Large Texts]] (5.11.) * [raw-attachment:anlp-11-CorpusIndexing.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-11-CorpusIndexing-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/corpusindexing/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/TopicModelling|Topic identification, topic modelling]] (12.11.) * [raw-attachment:anlp-07-TopicModelling.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-07-TopicModelling-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/topicmodelling/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/ParsingCzech|Parsing of Czech: Between Rules and Stats]] (19.11.) * [raw-attachment:anlp-03-ParsingCzech.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-03-ParsingCzech-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/parsingczech/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/LanguageResourcesFromWeb|Building Language Resources from the Web]] (26.11.) * [raw-attachment:anlp-05-LanguageResourcesFromWeb.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-05-LanguageResourcesFromWeb-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/languageresourcesfromweb/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/LanguageModelling|Language modelling]] (3.12.) * [raw-attachment:anlp-06-LanguageModelling.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-06-LanguageModelling-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/languagemodelling/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/RelationExtraction|Automatic relation extraction]] (10.12.) * [raw-attachment:anlp-09-RelationExtraction.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-09-RelationExtraction-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/relationextraction/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/InformationExtraction|Extracting structured information from text]] (17.12.) * [raw-attachment:anlp-08-InformationExtraction.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-08-InformationExtraction-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/informationextraction/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/AutomaticCorrection|Automatic language correction]] (7.1.) * [raw-attachment:anlp-14-AutomaticCorrection.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-14-AutomaticCorrection-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/automaticcorrection/ homework vault (odevzdávárna)] 1. [[AdvancedNlpCourse/AnaphoraResolution|Anaphora resolution]] (14.1.) * [raw-attachment:anlp-12-AnaphoraResolution.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-12-AnaphoraResolution-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/anaphoraresolution/ homework vault (odevzdávárna)] {{{#!comment 1. [[AdvancedNlpCourse/TerminologyIdentification|Terminology and Keyphrase Extraction]] (18.12.) * [raw-attachment:anlp-10-TerminologyIdentification.pdf:wiki:en/AdvancedNlpCourse presentation] * [raw-attachment:anlp-10-TerminologyIdentification-handout.pdf:wiki:en/AdvancedNlpCourse handout] * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/terminologyidentification 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.