1793 search results - page 195 / 359 » classification 2007 |
141
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DAGSTUHL
2004
15 years 5 months ago
2004
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
127
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DAGSTUHL
2004
15 years 5 months ago
2004
Abstract. Component adaptation needs to be taken into account when developing trustworthy systems, where the properties of component assemblies have to be reliably obtained from th...
131
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DAGSTUHL
2006
15 years 5 months ago
2006
We show that Kolmogorov complexity and such its estimators as universal codes (or data compression methods) can be applied for hypothesis testing in a framework of classical mathe...
177
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EMNLP
2006
15 years 5 months ago
2006
Word clustering is important for automatic thesaurus construction, text classification, and word sense disambiguation. Recently, several studies have reported using the web as a c...
148
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EMNLP
2006
15 years 5 months ago
2006
This paper describes our attempt at NomBank-based automatic Semantic Role Labeling (SRL). NomBank is a project at New York University to annotate the argument structures for commo...