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course:schedule [2009/07/30 03:56]
alexlenci 		course:schedule [2010/11/01 14:07] (current)
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-====== Distributional Semantic Models (ESSLLI 2009)  ======+The page you're looking for has moved to [[http://wordspace.collocations.de/doku.php/course:esslli2009:schedule]].
  
-[[course:start|Start page]] – +[[:course:esslli2009:schedule|Click here]] to go to the page.
-**Schedule** – +
-[[course:material|Downloads & Links]] – +
-[[course:bibliography|Bibliography]] +
- +
- +
-===== Schedule & handouts ===== +
- +
-== Introduction == +
-{{esslli.dsm.intro.pdf|Slides}} +
- +
-== Foundations of DSMs (Mon, 27 July) == +
- +
-  * general introduction & background +
-  * DSMs in a nutshell +
-  * the DSM parameter space: a taxonomy +
-{{esslli.dsm.1.pdf|Slides}}, {{esslli.dsm.1.handout.pdf | Handout}} +
-  +
-== Matrix algebra & vector spaces (Tue, 28 July) == +
- +
-  * matrix representation, foundations of matrix algebra +
-  * geometric analysis (norms, distances, similarity & angles) +
-  * implementation: R as an interactive DSM laboratory +
-{{:course:02_matrix_algebra.slides.pdf|Slides}}, {{:course:02_matrix_algebra.handout.pdf|Handout}} – {{:course:dsm_lab.R|DSM lab (R script)}}, [[http://www.collocations.de/data/bnc_vobj_filtered.txt.gz|bnc_vobj_filtered.txt.gz]] (15 MB) – {{:course:homework.r|Homework (R script)}}, [[http://www.collocations.de/data/potter_tokens.txt.gz|potter_tokens.txt.gz]] (8.9M) +
- +
-== Applications of DSMs (Wed, 29 July) == +
- +
-  * What can we do with DSM vectors? +
-  * Do DSMs capture interesting aspects of word meaning? +
- +
-== Manipulating & understanding DSM spaces (Thu, 30 July) == +
- +
-  * more advanced matrix algebra & implementation +
-  * singular value decomposition (SVD) +
-  * managing high-dimensional DSMs (SVD, random indexing) +
-  * visualisation and intuitive interpretation +
-  * mathematical properties of special DSMs +
- +
-== Challenges for DSMs & current research (Fri, 31 July) == +
- +
-  * looking for a unified model +
-  * connection to formal semantics: compositionality, inference, reference +
-  * holographic memory, probabilistic approaches+

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