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EMNLP
2011
12 years 7 months ago
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions
We introduce a novel machine learning framework based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space repr...
Richard Socher, Jeffrey Pennington, Eric H. Huang,...
ISORC
2009
IEEE
14 years 2 months ago
Property Preservation and Composition with Guarantees: From ASSERT to CHESS
While the demand for high-integrity applications continues to rise, industrial developers seek cost effective development strategies that are capable of delivering the required gu...
Tullio Vardanega
VL
2005
IEEE
135views Visual Languages» more  VL 2005»
14 years 1 months ago
Easing Program Comprehension by Sharing Navigation Data
Large software projects often require a programmer to make changes to unfamiliar source code. This paper describes a set of tools, called Team Tracks, designed to ease program com...
Robert DeLine, Mary Czerwinski, George G. Robertso...
ESEM
2008
ACM
13 years 9 months ago
Evaluation of capture-recapture models for estimating the abundance of naturally-occurring defects
Project managers can use capture-recapture models to manage the inspection process by estimating the number of defects present in an artifact and determining whether a reinspectio...
Gursimran Singh Walia, Jeffrey C. Carver
ACL
2007
13 years 9 months ago
Construction of Domain Dictionary for Fundamental Vocabulary
For natural language understanding, it is essential to reveal semantic relations between words. To date, only the IS-A relation has been publicly available. Toward deeper natural ...
Chikara Hashimoto, Sadao Kurohashi