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course:esslli2018:schedule [2018/08/07 13:03] schtepf [Schedule & handouts] |
course:esslli2018:schedule [2019/05/26 18:10] schtepf [Distributional Semantics – A Practical Introduction (ESSLLI 2016 & 2018)] |
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[[course: | [[course: | ||
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+ | * extended version of part 2 practice: //input formats// (26.05.2019) | ||
===== 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 |