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» Using Classification as a Programming Language
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EMNLP
2010
14 years 11 months ago
Constraints Based Taxonomic Relation Classification
Determining whether two terms in text have an ancestor relation (e.g. Toyota and car) or a sibling relation (e.g. Toyota and Honda) is an essential component of textual inference ...
Quang Do, Dan Roth
ESOP
2011
Springer
14 years 5 months ago
Typing Local Control and State Using Flow Analysis
Programs written in scripting languages employ idioms that confound conventional type systems. In this paper, we highlight one important set of related idioms: the use of local con...
Arjun Guha, Claudiu Saftoiu, Shriram Krishnamurthi
ASPLOS
1998
ACM
15 years 6 months ago
Fast Out-Of-Order Processor Simulation Using Memoization
Our new out-of-order processor simulator, FastSim, uses two innovations to speed up simulation 8–15 times (vs. Wisconsin SimpleScalar) with no loss in simulation accuracy. First...
Eric Schnarr, James R. Larus
IJCNLP
2004
Springer
15 years 7 months ago
Systematic Construction of Hierarchical Classifier in SVM-Based Text Categorization
In a text categorization task, classification on some hierarchy of classes shows better results than the case without the hierarchy. In current environments where large amount of ...
Yongwook Yoon, Changki Lee, Gary Geunbae Lee
OTM
2005
Springer
15 years 7 months ago
An XML-Based Cross-Language Framework
Abstract. We introduce XMLVM, a Turing complete XML-based programming language based on a stack-based, virtual machine. We show how XMLVM can automatically be created from Java cla...
Arno Puder