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» Dimensions of Subjectivity in Natural Language
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ACL
2009
14 years 7 months ago
Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
Stochastic gradient descent (SGD) uses approximate gradients estimated from subsets of the training data and updates the parameters in an online fashion. This learning framework i...
Yoshimasa Tsuruoka, Jun-ichi Tsujii, Sophia Anania...
ASPLOS
2008
ACM
14 years 11 months ago
Accelerating two-dimensional page walks for virtualized systems
Nested paging is a hardware solution for alleviating the software memory management overhead imposed by system virtualization. Nested paging complements existing page walk hardwar...
Ravi Bhargava, Ben Serebrin, Francesco Spadini, Sr...
CSUR
2011
14 years 1 months ago
Programming wireless sensor networks: Fundamental concepts and state of the art
high-level programming abstractions, capable of simplifying the programming chore without sacrificing efficiency, has been long recognized and several solutions have been hitherto...
Luca Mottola, Gian Pietro Picco
WWW
2007
ACM
15 years 10 months ago
A search-based Chinese word segmentation method
In this paper, we propose a novel Chinese word segmentation method which leverages the huge deposit of Web documents and search technology. It simultaneously solves ambiguous phra...
Xin-Jing Wang, Yong Qin, Wen Liu
WWW
2009
ACM
15 years 4 months ago
Bootstrapped extraction of class attributes
As an alternative to previous studies on extracting class attributes from unstructured text, which consider either Web documents or query logs as the source of textual data, A boo...
Joseph Reisinger, Marius Pasca