The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
This Paper reveals the information about Deep Neural Network (DNN) and concept of deep learning in field of natural language processing i.e. machine translation. Now day's DNN is playing major role in machine leaning technics. Recursive recurrent neural network (R2NN) is a best technic for machine learning. It is the combination of recurrent neural network and recursive neural network (such as Recursive...
The basic concept of machine translation is to translate one human language to another human language. Many translation systems have been built using different approaches which have different accuracy levels. In this paper, a work is being proposed for Syntax Based Machine Translation System from English to Hindi language. The Syntax Based Machine Translation System has the goal of incorporating an...
Prediction of text while writing has been of utmost importance to people. Prediction has served as a helping hand to people who are slow in typing, or who do not have a good vocabulary. In a country of 336 million populations where people are more frequent in Hindi language, and want to get prediction in Hindi as well. Writing the entire phrases on their own, makes it more prone to errors and mistakes...
In the world of digitization, the growth of big data is raising at large scale with usage of high performance computing. The huge data in English and Hindi is available on internet and social media which need to be extracted or summarized in user required form. In this paper we are presenting Bilingual (Hindi and English) unsupervised automatic text summarization using deep learning. which is an important...
English is a language that is spoken by around 380–420 million people on this planet and understanding it is not at all easy. The meaning of a sentence varies according to the context and the tone of the speaker. To convey the thoughts efficiently, the knowledge of the language and its various rules is very important as thoughts take the form of words and the words take the form of action. One should...
The rapid growth of digital data storage of medical or health, social media, education and many more in the world has amplified the demand for big data storage, which requires trillion of files having exabytes of data. This growth in data has put up the key question of how we can effectively manage and find the data in the emergent ocean of information. The upcoming demand for data storage in petabytes...
Text Extraction plays an important role in finding valuable information. As a result of rapid growth of available multimedia documents on web and increasing requirement for information, identification, indexing and retrieval, several research have been done on text extraction. Here, a methodology to build a system for text extraction has been presented that is designed to provide support to the applications...
As we are growing in new era of advance technology with Petascale computing, high bandwidth of data transmission, big data storage and the next generation of digital world. It a high time to have smart and intelligent class rooms which will subside all the traditional way of teachings. And make the end to end process of teaching and learning easy and smart. Making students and teachers a witness of...
Translation of English documents into Hindi language is becoming an integral part for facilitating communication. The major population of India where 366 million people uses Hindi as primary language, for them providing information in Hindi is an important task the translation of English documents may be manually or automatically. When translation done manually the chances are rare for errors, but...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.