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course:esslli2018:schedule [2018/08/07 22:10] schtepf [Distributional Semantics – A Practical Introduction (ESSLLI 2016 & 2018)] |
course:esslli2018:schedule [2021/08/08 13:22] schtepf [Distributional Semantics – A Practical Introduction (ESSLLI 2016 & 2018)] |
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[[course: | [[course: | ||
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- | * small corrections to part 1 slides \\ | + | * extended |
- | * final version of part 2 slides + R code + practice | + | --> |
===== Schedule & handouts ===== | ===== Schedule & handouts ===== | ||
=== Day 1: Introduction === | === Day 1: Introduction === | ||
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* motivation and brief history of distributional semantics | * motivation and brief history of distributional semantics | ||
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=== Day 2: The parameters of a DSM === | === Day 2: The parameters of a DSM === | ||
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* taxonomy of DSM parameters: context representation, | * taxonomy of DSM parameters: context representation, | ||
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=== Day 3: Applications and evaluation === | === Day 3: Applications and evaluation === | ||
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* attributional and relational similarity, clustering and semantic categorization, | * attributional and relational similarity, clustering and semantic categorization, | ||
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=== Day 4: Elements of matrix algebra === | === Day 4: Elements of matrix algebra === | ||
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* basic matrix and vector operations, orthogonal projection & dimensionality reduction | * basic matrix and vector operations, orthogonal projection & dimensionality reduction |