Quantum Neural Network Based Machine Translator for Hindi to English
نویسندگان
چکیده
منابع مشابه
Quantum Neural Network Based Machine Translator for Hindi to English
This paper presents the machine learning based machine translation system for Hindi to English, which learns the semantically correct corpus. The quantum neural based pattern recognizer is used to recognize and learn the pattern of corpus, using the information of part of speech of individual word in the corpus, like a human. The system performs the machine translation using its knowledge gaine...
متن کاملA Neural Network based Approach for English to Hindi Machine Translation
In this paper we are discussing the working of our English to Hindi Machine Translation system. Our system is able to translate English language’s simple sentences into Hindi. This system has been implemented using feed-forward backpropagation artificial neural network. ANN model does the selection of translation rules for grammar structure and Hindi words/tokens (such as verb, noun/pronoun etc...
متن کاملQuantum Neural Network based Parts of Speech Tagger for Hindi
The parts of speech disambiguation in corpora is most challenging area in Natural Language Processing. However, someworkshave been done in the past to overcome the problem of bilingual corpora disambiguation forHindi using Hidden Markov Model and Neural Network. In this paper,Quantum Neural Network (QNN) forHindi parts of speech tagger has been used.To analyze the effectiveness of the proposed ...
متن کاملHindi to English Transfer Based Machine Translation System
In large societies like India there is a huge demand to convert one human language into another. Lots of work has been done in this area. Many transfer based MTS have developed for English to other languages, as MANTRA CDAC Pune, MATRA CDAC Pune, SHAKTI IISc Bangalore and IIIT Hyderabad. Still there is a little work done for Hindi to other languages. Currently we are working on it. In this pape...
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: The Scientific World Journal
سال: 2014
ISSN: 2356-6140,1537-744X
DOI: 10.1155/2014/485737