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253
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VLSISP
2010
15 years 5 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
204
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CICLING
2007
Springer
16 years 1 months ago
2007
Springer
Semantic parsing is the task of mapping a natural language sentence into a complete, formal meaning representation. Over the past decade, we have developed a number of machine lear...
182
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UML
2005
Springer
16 years 9 days ago
2005
Springer
We present Tefkat, an implementation of a language designed speci cally for the transformation of MOF models using patterns and rules. The language adopts a declarative paradigm, w...
172
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EMNLP
2009
15 years 4 months ago
2009
Randomised techniques allow very big language models to be represented succinctly. However, being batch-based they are unsuitable for modelling an unbounded stream of language whi...
194
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ACL
2010
15 years 4 months ago
2010
Bag-of-words approaches to information retrieval (IR) are effective but assume independence between words. The Hyperspace Analogue to Language (HAL) is a cognitively motivated and...