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EMNLP
2008
15 years 7 months ago
Improved Sentence Alignment on Parallel Web Pages Using a Stochastic Tree Alignment Model
Parallel web pages are important source of training data for statistical machine translation. In this paper, we present a new approach to sentence alignment on parallel web pages....
Lei Shi, Ming Zhou
FGR
2008
IEEE
164views Biometrics» more  FGR 2008»
15 years 7 months ago
Colour invariants for machine face recognition
Illumination invariance remains the most researched, yet the most challenging aspect of automatic face recognition. In this paper we investigate the discriminative power of colour...
Ognjen Arandjelovic, Roberto Cipolla
AMTA
2004
Springer
15 years 11 months ago
Interlingual Annotation for MT Development
MT systems that use only superficial representations, including the current generation of statistical MT systems, have been successful and useful. However, they will experience a p...
Florence Reeder, Bonnie J. Dorr, David Farwell, Ni...
CIVR
2004
Springer
117views Image Analysis» more  CIVR 2004»
15 years 11 months ago
Using Maximum Entropy for Automatic Image Annotation
In this paper, we propose the use of the Maximum Entropy approach for the task of automatic image annotation. Given labeled training data, Maximum Entropy is a statistical techniqu...
Jiwoon Jeon, R. Manmatha
PAMI
2007
166views more  PAMI 2007»
15 years 5 months ago
A Comparison of Decision Tree Ensemble Creation Techniques
Abstract—We experimentally evaluate bagging and seven other randomizationbased approaches to creating an ensemble of decision tree classifiers. Statistical tests were performed o...
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bow...