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NAACL
2010
14 years 7 months ago
Training Paradigms for Correcting Errors in Grammar and Usage
This paper proposes a novel approach to the problem of training classifiers to detect and correct grammar and usage errors in text by selectively introducing mistakes into the tra...
Alla Rozovskaya, Dan Roth
COLING
2008
14 years 11 months ago
Computer Aided Correction and Extension of a Syntactic Wide-Coverage Lexicon
The effectiveness of parsers based on manually created resources, namely a grammar and a lexicon, rely mostly on the quality of these resources. Thus, increasing the parser covera...
Lionel Nicolas, Benoît Sagot, Miguel A. Moli...
KDD
2008
ACM
174views Data Mining» more  KDD 2008»
15 years 10 months ago
Effective label acquisition for collective classification
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
Mustafa Bilgic, Lise Getoor
VL
2010
IEEE
216views Visual Languages» more  VL 2010»
14 years 8 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...
ISSRE
2008
IEEE
15 years 4 months ago
Automated Generation of Pointcut Mutants for Testing Pointcuts in AspectJ Programs
Aspect-Oriented Programming (AOP) provides new modularization of software systems by encapsulating crosscutting concerns. AspectJ, an AOP language, uses abstractions such as point...
Prasanth Anbalagan, Tao Xie