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EMNLP
2008
13 years 10 months ago
Multilingual Subjectivity Analysis Using Machine Translation
Although research in other languages is increasing, much of the work in subjectivity analysis has been applied to English data, mainly due to the large body of electronic resource...
Carmen Banea, Rada Mihalcea, Janyce Wiebe, Samer H...
ACL
2003
13 years 10 months ago
Minimum Error Rate Training in Statistical Machine Translation
Often, the training procedure for statistical machine translation models is based on maximum likelihood or related criteria. A general problem of this approach is that there is on...
Franz Josef Och
JMLR
2008
110views more  JMLR 2008»
13 years 8 months ago
Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers
Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...
Bo Jiang, Xuegong Zhang, Tianxi Cai
ICML
2000
IEEE
14 years 9 months ago
Crafting Papers on Machine Learning
This essay gives advice to authors of papers on machine learning, although much of it carries over to other computational disciplines. The issues covered include the material that...
Pat Langley
ISMVL
2009
IEEE
189views Hardware» more  ISMVL 2009»
14 years 3 months ago
A Quaternary Decision Diagram Machine and the Optimization of its Code
We show the advantage of Quarternary Decision Diagrams (QDDs) in representing and evaluating logic functions. That is, we show how QDDs are used to implement QDD machines, which y...
Tsutomu Sasao, Hiroki Nakahara, Munehiro Matsuura,...