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» Phrase Structure Parsing with Dependency Structure
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SIGIR
2006
ACM
15 years 3 months ago
A study of statistical models for query translation: finding a good unit of translation
This paper presents a study of three statistical query translation models that use different units of translation. We begin with a review of a word-based translation model that us...
Jianfeng Gao, Jian-Yun Nie
SIGSOFT
2003
ACM
15 years 10 months ago
Towards scalable compositional analysis by refactoring design models
Automated finite-state verification techniques have matured considerably in the past several years, but state-space explosion remains an obstacle to their use. Theoretical lower b...
Yung-Pin Cheng, Michal Young, Che-Ling Huang, Chia...
CORR
2010
Springer
180views Education» more  CORR 2010»
14 years 9 months ago
Sawja: Static Analysis Workshop for Java
Abstract. Static analysis is a powerful technique for automatic verification of programs but raises major engineering challenges when developing a full-fledged analyzer for a reali...
Laurent Hubert, Nicolas Barré, Fréd&...
LREC
2010
152views Education» more  LREC 2010»
14 years 11 months ago
Grammar Extraction from Treebanks for Hindi and Telugu
Grammars play an important role in many Natural Language Processing (NLP) applications. The traditional approach to creating grammars manually, besides being labor-intensive, has ...
Prasanth Kolachina, Sudheer Kolachina, Anil Kumar ...
EMNLP
2011
13 years 9 months ago
Training a Log-Linear Parser with Loss Functions via Softmax-Margin
Log-linear parsing models are often trained by optimizing likelihood, but we would prefer to optimise for a task-specific metric like Fmeasure. Softmax-margin is a convex objecti...
Michael Auli, Adam Lopez