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» Finding needles in noisy haystacks
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IJCNLP
2005
Springer
14 years 4 months ago
Aligning Needles in a Haystack: Paraphrase Acquisition Across the Web
This paper presents a lightweight method for unsupervised extraction of paraphrases from arbitrary textual Web documents. The method differs from previous approaches to paraphrase...
Marius Pasca, Péter Dienes
ICML
2004
IEEE
14 years 11 months ago
A needle in a haystack: local one-class optimization
This paper addresses the problem of finding a small and coherent subset of points in a given data. This problem, sometimes referred to as one-class or set covering, requires to fi...
Koby Crammer, Gal Chechik
RULEML
2007
Springer
14 years 5 months ago
How Ontologies and Rules Help to Advance Automobile Development
Nowadays the increasing complexity of cars has become a major challenge due to the growing rate of electronic components and software. This trend has an impact on all phases of the...
Thomas Syldatke, Willy Chen, Jürgen Angele, A...
COLT
2010
Springer
13 years 9 months ago
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
We present a new family of subgradient methods that dynamically incorporate knowledge of the geometry of the data observed in earlier iterations to perform more informative gradie...
John Duchi, Elad Hazan, Yoram Singer
KBSE
2008
IEEE
14 years 5 months ago
Swarm Verification
Reportedly, supercomputer designer Seymour Cray once said that he would sooner use two strong oxen to plow a field than a thousand chickens. Although this is undoubtedly wise when...
Gerard J. Holzmann, Rajeev Joshi, Alex Groce