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course:esslli2021:start [2022/08/07 18:48]
schtepf |
course:esslli2021:start [2022/08/11 12:22]
schtepf [Hands-on Distributional Semantics (ESSLLI 2021 / 2022)] |
| \\ | \\ |
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| Updated material for 2022 edition: | |
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| * [[course:material|Software & data sets]] | * [[course:material|Software & data sets]] |
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| {{:icon_star.png?24 }} | {{:icon_star.png?24 }} |
| * please set up the software environment as described under [[course:material|Software & data sets]] before the first session | * update of all materials for the 2022 edition of the course has been completed |
| * course slides will be updated during the week as we go along – the construction sign shows you which parts are already new for 2022 | |
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| ===== Course description ===== | ===== Course description ===== |
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| ===== Schedule & handouts ===== | ===== Schedule & handouts ===== |
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| {{:under_construction.png?50 |Under construction}} | |
| **Materials will be updated soon for the 2022 edition of the course!** | |
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| === Day 1: Introduction === | === Day 1: Introduction === |
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| [[http://www.collocations.de/data/esslli2021/esslli2021_part1.slides.pdf|presentation slides]] (PDF, 2.1 MB) – [[http://www.collocations.de/data/esslli2021/esslli2021_part1.handout.pdf|handout]] (PDF, 1.8 MB) – R code: [[http://www.collocations.de/data/esslli2021/hands_on_day1.R|hands_on_day1.R]] | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part1.slides.pdf|presentation slides]] (PDF, 2.1 MB) – [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part1.handout.pdf|handout]] (PDF, 1.7 MB) – R code: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day1.R|hands_on_day1.R]] |
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| * motivation and geometric intuition | * motivation and geometric intuition |
| * distributional vs. semantic similarity | * distributional vs. semantic similarity |
| * outline of the course | * outline of the course |
| * practice: //software setup, first practical exercises with the ''wordspace'' package// | * practice: //software setup, first steps with the ''wordspace'' package// |
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| === Day 2: Building a DSM === | === Day 2: Building a DSM === |
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| [[http://www.collocations.de/data/esslli2021/esslli2021_part2.slides.pdf|presentation slides]] (PDF, 1.5 MB) – [[http://www.collocations.de/data/esslli2021/esslli2021_part2.handout.pdf|handout]] (PDF, 1.2 MB) – R code: [[http://www.collocations.de/data/esslli2021/hands_on_day2.R|hands_on_day2.R]] – bonus material: [[http://www.collocations.de/data/esslli2021/hands_on_day2_input_formats.R|hands_on_day2_input_formats.R]], [[http://www.collocations.de/data/esslli2021/hands_on_day2_matrix_factorization.R|hands_on_day2_matrix_factorization.R]] | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part2.slides.pdf|presentation slides]] (PDF, 1.6 MB) – |
| | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part2.handout.pdf|handout]] (PDF, 1.2 MB) – |
| | R code: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day2.R|hands_on_day2.R]] – |
| | bonus material: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day2_input_formats.R|hands_on_day2_input_formats.R]] |
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| * formal definition of a DSM, taxonomy of parameters | * formal definition of a DSM, taxonomy of parameters |
| === Day 3: Which aspects of meaning does a DSM capture? === | === Day 3: Which aspects of meaning does a DSM capture? === |
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| [[http://www.collocations.de/data/esslli2021/esslli2021_part3_4.slides.pdf|presentation slides for days 3 & 4]] (PDF, 6.4 MB) – [[http://www.collocations.de/data/esslli2021/esslli2021_part3_4.handout.pdf|handout for days 3 & 4]] (PDF, 6.0 MB) – R code: [[http://www.collocations.de/data/esslli2021/hands_on_day3.R|hands_on_day3.R]], [[http://www.collocations.de/data/esslli2021/hands_on_day3_exercise_1.R|hands_on_day3_exercise_1.R]], [[http://www.collocations.de/data/esslli2021/hands_on_day3_exercise_2.R|hands_on_day3_exercise_2.R]] | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part3.slides.pdf|presentation slides]] (PDF, 3.2 MB) – |
| | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part3.handout.pdf|handout]] (PDF, 2.9 MB) – |
| | R code: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day3_exercise_1.R|hands_on_day3_exercise_1.R]], [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day3_exercise_2.R|hands_on_day3_exercise_2.R]] |
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| * evaluation: conceptual coordinates | * evaluation: conceptual coordinates |
| === Day 4: DS beyond NLP – Linguistic theory === | === Day 4: DS beyond NLP – Linguistic theory === |
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| //presentation slides integrated into day 3 above// – R code: [[http://www.collocations.de/data/esslli2021/hands_on_day4.R|hands_on_day4.R]] – bonus material: [[http://www.collocations.de/data/esslli2021/schuetze1998.R|schuetze1998.R]] | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part4.slides.pdf|presentation slides]] (PDF, 3.6 MB) – |
| | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part4.handout.pdf|handout]] (PDF, 3.5 MB) – |
| | R code: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day4.R|hands_on_day4.R]] – |
| | bonus material: [[http://www.collocations.de/data/esslli2021/schuetze1998.R|schuetze1998.R]] |
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| * linguistic exploitation of DSM representations | * linguistic exploitation of DSM representations |
| === Day 5: DS beyond NLP – Cognitive modelling === | === Day 5: DS beyond NLP – Cognitive modelling === |
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| [[http://www.collocations.de/data/esslli2021/esslli2021_part5.slides.pdf|presentation slides]] (PDF, 1.5 MB) – [[http://www.collocations.de/data/esslli2021/esslli2021_part5.handout.pdf|handout]] (PDF, 1.2 MB) – R code: [[http://www.collocations.de/data/esslli2021/hands_on_day5.R|hands_on_day5.R]] | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part5.slides.pdf|presentation slides]] (PDF, 1.6 MB) – |
| | [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:esslli2022_part5.handout.pdf|handout]] (PDF, 1.4 MB) – |
| | R code: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day5.R|hands_on_day5.R]] – |
| | bonus task: [[http://www.collocations.de/data/CogALex4.rda|CogALex4.rda]] (0.2 MB) – |
| | bonus material: [[http://wordspace.collocations.de/lib/exe/fetch.php/course:esslli2021:hands_on_day5_matrix_factorization.R|hands_on_day5_matrix_factorization.R]] |
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| * DSMs for cognitive modelling | * DSMs for cognitive modelling |
