Foundations of statistical natural language processing
Foundations of statistical natural language processing
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Machine Learning
Machine Learning and Data Mining; Methods and Applications
Machine Learning and Data Mining; Methods and Applications
Computer-Aided Multivariate Analysis
Computer-Aided Multivariate Analysis
A maximum entropy approach to identifying sentence boundaries
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Three generative, lexicalised models for statistical parsing
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Universal grammar and lexis for quick ramp-up of MT systems
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Contemplating Automatic MT Evaluation
AMTA '00 Proceedings of the 4th Conference of the Association for Machine Translation in the Americas on Envisioning Machine Translation in the Information Future
HLT '01 Proceedings of the first international conference on Human language technology research
An automatic evaluation method for localization oriented lexicalised EBMT system
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
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We describe how we constructed an automatic scoring function for machine translation quality; this function makes use of arbitrarily many pieces of natural language processing software that has been designed to process English language text. By machine-learning values of functions available inside the software and by constructing functions that yield values based upon the software output, we are able to achieve preliminary, positive results in machine-learning the difference between human-produced English and machine-translation English. We suggest how the scoring function may be used for MT system development.