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SOCIALCOM
2010
14 years 7 months ago
Using Text Analysis to Understand the Structure and Dynamics of the World Wide Web as a Multi-Relational Graph
A representation of the World Wide Web as a directed graph, with vertices representing web pages and edges representing hypertext links, underpins the algorithms used by web search...
Harish Sethu, Alexander Yates
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...
ACL
2009
14 years 7 months ago
Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling
Supervised sequence-labeling systems in natural language processing often suffer from data sparsity because they use word types as features in their prediction tasks. Consequently...
Fei Huang, Alexander Yates
EKNOW
2009
14 years 7 months ago
The Method for a Summarization of Product Reviews Using the User's Opinion
As the number of transactions in E-market places is growing, more and more product information and product reviews are posted on the Internet. Because customers want to purchase go...
Jung-Yeon Yang, Jaeseok Myung, Sang-goo Lee
ERSHOV
2009
Springer
14 years 7 months ago
Applicability of the BLAST Model Checker: An Industrial Case Study
Model checking of software has been a very active research topic recently. As a result, a number of software model checkers have been developed for analysis of software written in ...
Emanuel Kolb, Ondrej Sery, Roland Weiss
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