| 1 | = [[https://is.muni.cz/auth/predmet/fi/ia161|IA161 Advanced Techniques of Natural Language Processing]] (autumn 2020) = |
| 2 | |
| 3 | See [wiki:"en/AdvancedNlpCourse2019" AdvancedNlpCourse2019] for the previous year. |
| 4 | |
| 5 | [[span(style=color: #FF0000, '''Distant learning:''' )]] During the scheduled hours (Thursday 10:00) via [https://cesnet.zoom.us/j/98071936094 ZOOM videoconference] (MU authenticated participants). Questions in meeting or via [https://is.muni.cz/auth/discussion/advanced_nlp the course discussion forum]. |
| 6 | |
| 7 | URL:: |
| 8 | http://nlp.fi.muni.cz/AdvancedNlpCourse |
| 9 | Lectures:: |
| 10 | To be added during the course. Handouts are the slides for printing. |
| 11 | 1. [[AdvancedNlpCourse/OpinionSentiment|Opinion mining, sentiment analysis]] (8.10.) |
| 12 | * [raw-attachment:anlp-01-OpinionSentiment.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 13 | * [raw-attachment:anlp-01-OpinionSentiment-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 14 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/opinionsentiment/ homework vault (odevzdávárna)] |
| 15 | 1. [[AdvancedNlpCourse/MachineTranslation|Machine translation]] (15.10.) |
| 16 | * [raw-attachment:anlp-02-MachineTranslation.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 17 | * [raw-attachment:anlp-02-MachineTranslation-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 18 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/machinetranslation/ homework vault (odevzdávárna)] |
| 19 | 1. [[AdvancedNlpCourse/Stylometry|Stylometry]] (22.10.) |
| 20 | * [raw-attachment:anlp-13-Stylometry.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 21 | * [raw-attachment:anlp-13-Stylometry-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 22 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/stylometry/ homework vault (odevzdávárna)] |
| 23 | 1. [[AdvancedNlpCourse/AnaphoraResolution|Anaphora resolution]] (29.10.) |
| 24 | * [raw-attachment:anlp-12-AnaphoraResolution.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 25 | * [raw-attachment:anlp-12-AnaphoraResolution-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 26 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/anaphoraresolution/ homework vault (odevzdávárna)] |
| 27 | 1. [[AdvancedNlpCourse/CorpusIndexing|Indexing and Searching Very Large Texts]] (5.11.) |
| 28 | * [raw-attachment:anlp-11-CorpusIndexing.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 29 | * [raw-attachment:anlp-11-CorpusIndexing-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 30 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/corpusindexing/ homework vault (odevzdávárna)] |
| 31 | 1. [[AdvancedNlpCourse/TopicModelling|Topic identification, topic modelling]] (12.11.) |
| 32 | * [raw-attachment:anlp-07-TopicModelling.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 33 | * [raw-attachment:anlp-07-TopicModelling-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 34 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/topicmodelling/ homework vault (odevzdávárna)] |
| 35 | 1. [[AdvancedNlpCourse/ParsingCzech|Parsing of Czech: Between Rules and Stats]] (19.11.) |
| 36 | * [raw-attachment:anlp-03-ParsingCzech.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 37 | * [raw-attachment:anlp-03-ParsingCzech-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 38 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/parsingczech/ homework vault (odevzdávárna)] |
| 39 | 1. [[AdvancedNlpCourse/LanguageResourcesFromWeb|Building Language Resources from the Web]] (26.11.) |
| 40 | * [raw-attachment:anlp-05-LanguageResourcesFromWeb.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 41 | * [raw-attachment:anlp-05-LanguageResourcesFromWeb-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 42 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/languageresourcesfromweb/ homework vault (odevzdávárna)] |
| 43 | 1. [[AdvancedNlpCourse/LanguageModelling|Language modelling]] (3.12.) |
| 44 | * [raw-attachment:anlp-06-LanguageModelling.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 45 | * [raw-attachment:anlp-06-LanguageModelling-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 46 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/languagemodelling/ homework vault (odevzdávárna)] |
| 47 | 1. [[AdvancedNlpCourse/RelationExtraction|Automatic relation extraction]] (10.12.) |
| 48 | * [raw-attachment:anlp-09-RelationExtraction.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 49 | * [raw-attachment:anlp-09-RelationExtraction-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 50 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/relationextraction/ homework vault (odevzdávárna)] |
| 51 | 1. [[AdvancedNlpCourse/InformationExtraction|Extracting structured information from text]] (17.12.) |
| 52 | * [raw-attachment:anlp-08-InformationExtraction.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 53 | * [raw-attachment:anlp-08-InformationExtraction-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 54 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/informationextraction/ homework vault (odevzdávárna)] |
| 55 | 1. [[AdvancedNlpCourse/NamedEntityRecognition|Named Entity Recognition]] (7.1.) |
| 56 | * [raw-attachment:anlp-04-NamedEntityRecognition.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 57 | * [raw-attachment:anlp-04-NamedEntityRecognition-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 58 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/namedentityrecognition/ homework vault (odevzdávárna)] |
| 59 | 1. [[AdvancedNlpCourse/AutomaticCorrection|Automatic language correction]] (14.1.) |
| 60 | * [raw-attachment:anlp-14-AutomaticCorrection.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 61 | * [raw-attachment:anlp-14-AutomaticCorrection-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 62 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/automaticcorrection/ homework vault (odevzdávárna)] |
| 63 | {{{#!comment |
| 64 | 1. [[AdvancedNlpCourse/TerminologyIdentification|Terminology and Keyphrase Extraction]] (18.12.) |
| 65 | * [raw-attachment:anlp-10-TerminologyIdentification.pdf:wiki:en/AdvancedNlpCourse presentation] |
| 66 | * [raw-attachment:anlp-10-TerminologyIdentification-handout.pdf:wiki:en/AdvancedNlpCourse handout] |
| 67 | * [https://is.muni.cz/auth/el/1433/podzim2020/IA161/ode/terminologyidentification homework vault (odevzdávárna)] |
| 68 | }}} |
| 69 | Evaluation:: |
| 70 | '''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. |