UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Volume 11 | Issue 5 | May 2024

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Published in:

Volume 11 Issue 5
May-2024
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2405529


Registration ID:
540309

Page Number

f266-f273

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Title

News Article Text Summarization

Abstract

The News article summarization is a process designed to condense full-length articles into concise, informative summaries. This technique is essential in today's fast-paced world, where the volume of news content can be overwhelming Summarization methods fall into two main categories: extractive and abstractive. Extractive summarization focuses on identifying and selecting key sentences from the original text, while abstractive summarization involves generating new phrases and sentences that encapsulate the core ideas.

Key Words

NLP, T5 model, Transformers, Extractive and Abstractive Summary, Streamlit, Text Processing, Gensim, rouge score, matplotlib, numpy

Cite This Article

"News Article Text Summarization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 5, page no.f266-f273, May-2024, Available :http://www.jetir.org/papers/JETIR2405529.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"News Article Text Summarization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 5, page no. ppf266-f273, May-2024, Available at : http://www.jetir.org/papers/JETIR2405529.pdf

Publication Details

Published Paper ID: JETIR2405529
Registration ID: 540309
Published In: Volume 11 | Issue 5 | Year May-2024
DOI (Digital Object Identifier):
Page No: f266-f273
Country: Hyderabad, Telangana, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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