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Individuals utilize online networking sites like Facebook and Twitter to express their interests, opinions or reviews. The users used English language as their medium for communication in earlier days. Despite the fact that content can be written in Unicode characters now, people find it easier to communicate by mixing two or more languages together or lean toward writing their native language in...
Paraphrase Detection is the task of examining if two sentences convey the same meaning or not. Here, in this paper, we have chosen a sentence embedding by unsupervised RAE vectors for capturing syntactic as well as semantic information. The RAEs learn features from the nodes of the parse tree and chunk information along with unsupervised word embedding. These learnt features are used for measuring...
Popular social media sites like Facebook, Twitter, YouTube etc. has become a platform for the user to express their stance towards the target entity. Target entity can be a person, a location, an organization, a new government policy etc. The stance expressed by the user may be favor towards the target entity, against or sometimes neutral. For the first time, we present stance detection system implemented...
A system of communication, where at least one communicant is a machine, may be based on "Reverse Multiple-Choice Method," introduced by the present author for teaching and testing, that employs novel techniques based on the familiar multiple-choice format. The method may be used to train a machine for knowledge engineering and artificial intelligence, or for a trained machine to assist a...
This paper is based on morphological analyzer using machine learning approach for complex agglutinative natural languages. Morphological analysis is concerned with retrieving the structure, the syntactic and morphological properties or the meaning of a morphologically complex word. The morphology structure of agglutinative language is unique and capturing its complexity in a machine analyzable and...
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