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course:esslli2009:schedule [2010/02/07 23:17] schtepf created |
course:esslli2009:schedule [2018/07/26 09:34] schtepf [Distributional Semantic Models (ESSLLI 2009)] |
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====== Distributional Semantic Models (ESSLLI 2009) ====== | ====== Distributional Semantic Models (ESSLLI 2009) ====== | ||
- | [[course: | + | [[course:esslli2009: |
**Schedule** – | **Schedule** – | ||
- | [[course: | + | [[course: |
[[course: | [[course: | ||
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* geometric analysis (norms, distances, similarity & angles) | * geometric analysis (norms, distances, similarity & angles) | ||
* implementation: | * implementation: | ||
- | {{:course:02_matrix_algebra.slides.pdf|Slides}}, | + | {{02_matrix_algebra.slides.pdf|Slides}}, |
== DSMs in computational linguistics and cognitive science (Wed, 29 July) == | == DSMs in computational linguistics and cognitive science (Wed, 29 July) == | ||
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* distances, norms and angles | * distances, norms and angles | ||
* principal components analysis (PCA) as noise reduction | * principal components analysis (PCA) as noise reduction | ||
- | {{:course:04_geometric_methods.slides.pdf|Slides}}, | + | {{04_geometric_methods.slides.pdf|Slides}}, |
== SVD (Fri, 31 July, part A) == | == SVD (Fri, 31 July, part A) == | ||
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* singular value decomposition (SVD) | * singular value decomposition (SVD) | ||
* managing high-dimensional DSMs (SVD, random indexing) | * managing high-dimensional DSMs (SVD, random indexing) | ||
- | {{:course:05a_svd.slides.pdf|Slides}}, | + | {{05a_svd.slides.pdf|Slides}}, |
== Challenges for DSMs & current research (Fri, 31 July, part B) == | == Challenges for DSMs & current research (Fri, 31 July, part B) == |