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Title: :  MEDIA RECAP COMPANION
PaperId: :  22767
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22767
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SARAVANAN TBANNARI AMMAN INSTITUTE OF TECHNOLOGY
SOWMIYA SBANNARI AMMAN INSTITUTE OF TECHNOLOGY
NIKITHA MBANNARI AMMAN INSTITUTE OF TECHNOLOGY
BHARANIDHARAN MBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

Information Technology
News Summarization, Extractive, Abstractive, Fine Tuning, Natural Language Processing (NLP), Model Evaluation
In the era of information overload, the need for efficient news summarization has become increasingly imperative. Traditional methods often fall short in capturing the essence of complex news articles, leading to an overwhelming flood of information for readers. This abstract introduces a groundbreaking approach to news summarization that goes beyond conventional techniques. Our unique approach extracts important information from news articles by combining deep learning models with sophisticated natural language processing techniques. Unlike traditional summarization techniques that rely on predefined rules or heuristics, our approach dynamically adapts to the nuances of each article, ensuring a more accurate representation of the content. The system utilizes a hierarchical approach, breaking down the news article into meaningful segments and then identifying the most salient points within each segment. The inclusion of contextual understanding enables the summarization model to discern the importance of information within the broader context of the article, resulting in summaries that are not only concise but also highly informative. In conclusion, this abstract offers a comprehensive exploration of news summarization, covering the spectrum from extractive to abstractive methods and showcasing the algorithms at the forefront of each category. For scholars, practitioners, and enthusiasts interested in the changing field of information summarization, the insights offered are an invaluable resource.

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IJARIIE SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. "MEDIA RECAP COMPANION" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 675-682
MLA SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. "MEDIA RECAP COMPANION." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 675-682.
APA SARAVANAN T, SOWMIYA S, NIKITHA M, & BHARANIDHARAN M. (2024). MEDIA RECAP COMPANION. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 675-682.
Chicago SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. "MEDIA RECAP COMPANION." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 675-682.
Oxford SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. 'MEDIA RECAP COMPANION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 675-682. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MEDIA_RECAP_COMPANION_ijariie22767.pdf (Accessed : ).
Harvard SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. (2024) 'MEDIA RECAP COMPANION', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 675-682IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MEDIA_RECAP_COMPANION_ijariie22767.pdf (Accessed : )
IEEE SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M, "MEDIA RECAP COMPANION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 675-682, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/MEDIA_RECAP_COMPANION_ijariie22767.pdf [Accessed : ].
Turabian SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. "MEDIA RECAP COMPANION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver SARAVANAN T, SOWMIYA S, NIKITHA M, and BHARANIDHARAN M. MEDIA RECAP COMPANION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 675-682. Available from: https://ijariie.com/AdminUploadPdf/MEDIA_RECAP_COMPANION_ijariie22767.pdf
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