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ARCS
2004
Springer

167views Software Engineering» more ARCS 2004»

Latent Semantic Indexing in Peer-to-Peer Networks

14 years 24 days ago

Searching in decentralized peer-to-peer networks is a challenging problem. In common applications such as Gnutella, searching is performed by randomly forwarding queries to all pee...

Xuezheng Liu, Ming Chen, Guangwen Yang

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29

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TASLP
2008

134views more TASLP 2008»

Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel

13 years 7 months ago

Download www.comp.nus.edu.sg

Convolution tree kernel has shown promising results in semantic role labeling (SRL). However, this kernel does not consider much linguistic knowledge in kernel design and only perf...

Min Zhang, Wanxiang Che, Guodong Zhou, AiTi Aw, Ch...

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19

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PAMI
2006

147views more PAMI 2006»

Bayesian Gaussian Process Classification with the EM-EP Algorithm

13 years 7 months ago

Download www.gatsby.ucl.ac.uk

Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...

Hyun-Chul Kim, Zoubin Ghahramani

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20

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ACL
2004

92views Computational Linguistics» more ACL 2004»

FLSA: Extending Latent Semantic Analysis with Features for Dialogue Act Classification

13 years 8 months ago

Download acl.ldc.upenn.edu

We discuss Feature Latent Semantic Analysis (FLSA), an extension to Latent Semantic Analysis (LSA). LSA is a statistical method that is ordinarily trained on words only; FLSA adds...

Riccardo Serafin, Barbara Di Eugenio

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13

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KDD
2005
ACM

90views Data Mining» more KDD 2005»

Variable latent semantic indexing

14 years 7 months ago