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MVA
2010

130views Computer Vision» more MVA 2010»

Neighborhood linear embedding for intrinsic structure discovery

13 years 3 months ago

In this paper, an unsupervised learning algorithm, neighborhood linear embedding (NLE), is proposed to discover the intrinsic structures such as neighborhood relationships, global ...

Shuzhi Sam Ge, Feng Guan, Yaozhang Pan, Ai Poh Loh

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13

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NLE
2010

100views more NLE 2010»

Formal and functional assessment of the pyramid method for summary content evaluation

13 years 3 months ago

Download www1.ccls.columbia.edu

Pyramid annotation makes it possible to evaluate quantitatively and qualitatively the content of machine-generated (or human) summaries. Evaluation methods must prove themselves a...

Rebecca J. Passonneau

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20

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NLE
2010

166views more NLE 2010»

Wisdom of crowds versus wisdom of linguists - measuring the semantic relatedness of words

13 years 3 months ago

Download www.informatik.tu-darmstadt.de

In this article, we present a comprehensive study aimed at computing semantic relatedness of word pairs. We analyze the performance of a large number of semantic relatedness measu...

Torsten Zesch, Iryna Gurevych

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15

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NLE
2010

127views more NLE 2010»

Class-based approach to disambiguating Levin verbs

13 years 3 months ago

Download www.ling.ohio-state.edu

Lapata and Brew (2004) (hereafter LB04) obtain from untagged texts a statistical prior model that is able to generate class preferences for ambiguous Levin (1993) verbs (hereafter...

Jianguo Li, Chris Brew

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