Analysing Quality of English-Hindi Machine Translation Engine outputs using Baysian Classification
نویسندگان
چکیده
منابع مشابه
Analysing Quality of English-hindi Machine Translation Engine Outputs Using Baysian Classification
This paper considers the problem for estimating the quality of machine translation outputs which are independent of human intervention and are generally addressed using machine learning techniques.There are various measures through which a machine learns translations quality. Automatic Evaluation metrics produce good co-relation at corpus level but cannot produce the same results at the same se...
متن کاملAnalysing Quality of English-Hindi Machine Translation Engine Outputs Using Bayesian Classification
This paper considers the problem for estimating the quality of machine translation outputs which are independent of human intervention and are generally addressed using machine learning techniques.There are various measures through which a machine learns translations quality. Automatic Evaluation metrics produce good co-relation at corpus level but cannot produce the same results at the same se...
متن کاملQuality Estimation of English-Hindi Outputs using Naive Bayes Classifier
In this paper we present an approach for estimating the quality of machine translation system. There are various methods for estimating the quality of output sentences, but in this paper we focus on Naïve Bayes classifier to build model using features which are extracted from the input sentences. These features are used for finding the likelihood of each of the sentences of the training data wh...
متن کاملDeveloping English-Urdu Machine Translation Via Hindi
The paper presents a strategy for deriving English to Urdu translation using English to Hindi MT system. The English-Hindi lexical database is used to collect all possible Hindi words and phrases. These are further augmented by including their morphological variations and attaching all possible postpositions. This list is used to provide mapping from Hindi to Urdu. There may be change in gender...
متن کاملHindEnCorp - Hindi-English and Hindi-only Corpus for Machine Translation
∗Charles University in Prague, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics [email protected] †Charles University in Prague, Faculty of Arts, Department of Linguistics [email protected] ‡Natural Language Processing Centre, Faculty of Informatics, Masaryk University [email protected], [email protected] Abstract We present HindEnCorp, a parallel corp...
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ژورنال
عنوان ژورنال: International Journal of Artificial Intelligence & Applications
سال: 2013
ISSN: 0976-2191,0975-900X
DOI: 10.5121/ijaia.2013.4415