INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Text summarization is a process of extracting the context of a large document and summarize it into a smaller paragraph or a few sentences. Text summarization plays a vital role in saving time in our day-to-day life. It is also used in many bigger project implementations of classification of documents or in search engines. This paper presents a method of achieving text summaries accurately using deep learning methods. Polarity analyzes each and every word from the article, and generates a number which denotes the sentiment of the article. Reading long texts and articles is not possible for everyone in this smart and fast day-to-day life. The tool will be made with the help of Natural Language Toolkit. This tool aims to deliver short yet meaningful summaries of text documents to the end users.
Keywords:
Deep Learning, Natural Language Processing, Abstractive summary, Extractive summary, Polarity, Natural Language Toolkit.
Cite Article:
"TEXT SUMMARIZATION TOOL: APPLICATIONS AND RESULTS", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.g412-g415, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305651.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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