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140
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ECIR
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. A major problem encountered by text clustering practitioners is the difficulty of determining a priori which is the optimal text representation and clustering technique f...
170
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ECIR
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. In this paper we show how approximate matrix factorisations can be used to organise document summaries returned by a search engine into meaningful thematic categories. We...
148
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ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
Restricted Boltzmann machines were developed using binary stochastic hidden units. These can be generalized by replacing each binary unit by an infinite number of copies that all ...
159
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IS
2008
15 years 5 months ago
2008
This paper approaches the relation classification problem in information extraction framework with different machine learning strategies, from strictly supervised to weakly superv...
152
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JFP
2002
15 years 4 months ago
2002
We present CIL , a typed -calculus which serves as the foundation for a typed intermediate language for optimizing compilers for higher-order polymorphic programming languages. Th...