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| course:fribourg2026:start [2026/09/30 23:01] – [Schedule & material] schtepf | course:fribourg2026:start [2026/10/03 16:31] (current) – [Part 1: From collocations to distributional semantic models (2026)] schtepf |
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| can tell us about language and word meaning. They will have the opportunity to discuss potential applications of distributional semantics in their own research. | can tell us about language and word meaning. They will have the opportunity to discuss potential applications of distributional semantics in their own research. |
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| {{:icon_tip.png?nolink&20|}} All **slides**, example **scripts**, and **exercises** can be downloaded from the **[[course:slides|Course materials]]** page. See **[[course:material|Software & data]]** for installation instructions and some larger example data sets.\\ | {{:icon_tip.png?nolink&20|}} All **slides**, example **scripts**, and **exercises** can be downloaded from the **[[course:slides|Course materials]]** page. See **[[course:material|Software & data]]** for installation instructions and some larger example data sets. |
| {{:under_construction.png?nolink&20|}} Materials are currently being revised and will be available for download by the start of the workshop. | |
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| ==== Schedule & material ==== | ==== Schedule & material ==== |
| * exercise: [[http://www.collocations.de/data/hands_on_part2.R|hands_on_part2.R]] (explore DSMs and their parameters) – group discussion: //are DSMs useful for your research?// | * exercise: [[http://www.collocations.de/data/hands_on_part2.R|hands_on_part2.R]] (explore DSMs and their parameters) – group discussion: //are DSMs useful for your research?// |
| * **15:50–17:00** //Hands-on: build and use your own DSM// | * **15:50–17:00** //Hands-on: build and use your own DSM// |
| * slides: **Part 2** (building a DSM) – code: [[http://www.collocations.de/data/hands_on_part2_input_formats.R|hands_on_part2_input_formats.R]] | * slides: **Part 2** (building a DSM) – code & exercises: [[http://www.collocations.de/data/hands_on_part2_input_formats.R|hands_on_part2_input_formats.R]] |
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| === Day 2 (Friday, Oct 2nd) === | === Day 2 (Friday, Oct 2nd) === |
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| * **9:00–10:30** //Evaluation of DSMs: tasks, data sets, results// | * **9:00–10:30** //Evaluation of DSMs: tasks, data sets, results// |
| * slides: **Part 3** – code: FIXME | * slides: **Part 3** ([[http://www.collocations.de/data/dsm_tutorial_part3.slides.pdf|slides]], [[http://www.collocations.de/data/dsm_tutorial_part3.handout.pdf|handout]]) – code: [[http://www.collocations.de/data/hands_on_part3.R|hands_on_part3.R]] |
| * **10:50–12:15** //Hands-on: DSM evaluation// | * **10:50–12:15** //Hands-on: DSM evaluation// |
| * code: FIXME – exercise: FIXME | * hands-on exercise: [[http://www.collocations.de/data/hands_on_part3.R|hands_on_part3.R]] – extended exercise: [[http://www.collocations.de/data/hands_on_part3_extended.R|hands_on_part3_extended.R]] (for those with patience and fast CPUs) |
| * **14:00–15:30** //DSMs in linguistics: meaning by collocation vs. distributional similarity// | * **14:00–15:30** //DSMs in linguistics// |
| * slides: **Part 4** + **Part 5** (mathematical insights) – code: FIXME – group discussion | * slides: **Part 4** ([[http://www.collocations.de/data/dsm_tutorial_part4.slides.pdf|slides]], [[http://www.collocations.de/data/dsm_tutorial_part4.handout.pdf|handout]]) – code: [[http://www.collocations.de/data/hands_on_part4.R|hands_on_part4.R]] – exercise: [[http://www.collocations.de/data/hands_on_part4_fast.R|hands_on_part4_fast.R]] – bonus code: [[http://www.collocations.de/data/hands_on_part4.R|hands_on_part4.R]][[http://www.collocations.de/data/hands_on_part4_schuetze1998.R|hands_on_part4_schuetze1998.R]] (Schütze 1998) |
| * **15:50–17:20** //Discussion & outlook// | * **15:50–17:20** //Discussion & outlook// |
| * spillover material – group discussion – outlook on embeddings – code: FIXME (Schütze 1998) | * spillover material – group discussion – outlook on embeddings |
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