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Understanding Word Order for Analyzing Paraphrasing in Marathi Sentence
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Paraphrase identification is a technique of detecting the variety of expressions that communicates the same meaning or intention in different sentence. Intention paraphrasing is very important in text summarization, machine translation, question answering, natural language understanding, word net building, ontology, plagiarism detection, author identification. Corpuses for Marathi paraphrase is developed as such dataset for Marathi are not available. Cosine similarity is applied for calculating similarity among the paraphrase sentences (original, paraphrase). Levenstein distance method on sentences is applied to check how much a given sentence required stages to change to the paraphrase sentences to original text. Word level differences are also calculated using Levenstein distances method. For the experiment BERT mean embedding is used.
Title: Understanding Word Order for Analyzing Paraphrasing in Marathi Sentence
Description:
Paraphrase identification is a technique of detecting the variety of expressions that communicates the same meaning or intention in different sentence.
Intention paraphrasing is very important in text summarization, machine translation, question answering, natural language understanding, word net building, ontology, plagiarism detection, author identification.
Corpuses for Marathi paraphrase is developed as such dataset for Marathi are not available.
Cosine similarity is applied for calculating similarity among the paraphrase sentences (original, paraphrase).
Levenstein distance method on sentences is applied to check how much a given sentence required stages to change to the paraphrase sentences to original text.
Word level differences are also calculated using Levenstein distances method.
For the experiment BERT mean embedding is used.
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