Differences
This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision | ||
course:schedule [2009/07/27 19:36] alexlenci |
course:schedule [2010/11/01 14:07] (current) |
||
---|---|---|---|
Line 1: | Line 1: | ||
- | ====== Distributional Semantic Models (ESSLLI 2009) ====== | + | The page you're looking for has moved to [[http:// |
- | [[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.1.pdf | Foundations of DSMs}} (Mon, 27 July) == | + | |
- | + | ||
- | * general introduction & background | + | |
- | * DSMs in a nutshell | + | |
- | * the DSM parameter space: a taxonomy | + | |
- | + | ||
- | == Matrix algebra & vector spaces (Tue, 28 July) == | + | |
- | + | ||
- | * matrix representation, | + | |
- | * geometric analysis (norms, distances, similarity & angles) | + | |
- | * implementation: | + | |
- | + | ||
- | == 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, | + | |
- | * holographic memory, probabilistic approaches | + |