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)
We are introducing a new method of multi-document summarization[2] that utilizes our Big Bird Pegasus transformers (BBPT) in conjunction with Maximal Marginal Relevance (MMR). Our approach generates candidate breviloquent sentences and then uses MMR to select the most relevant and diverse sentences for inclusion in the arbitrary. In this research, we propose a method for multi-document summarization using Big Bird Pegasus[3] along with MMR. We import the dataset directly from the ski-learn library and split it into 70% for training and 30% for testing the model. Our proposed model achieved an accuracy of 80% when tested on the same dataset by extracting 30% of the information.
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Cite Article:
"Big-BirdPegasus based Abstractive Multi-Document Summarization", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.c210-c218, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304226.pdf
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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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