Approach to Document Summarization |
Author(s): |
| Dinky Acharya , Acropolis Institute of Technology and Research Mangliya Road, Indore-452001, Madhya Pradesh, India; Ayushi Verma, Acropolis Institute of Technology and Research Mangliya Road, Indore-452001, Madhya Pradesh, India; Kriti Chandel, Acropolis Institute of Technology and Research Mangliya Road, Indore-452001, Madhya Pradesh, India; Mr. Ritesh Khedekar, Acropolis Institute of Technology and Research Mangliya Road, Indore-452001, Madhya Pradesh, India; Ms. Kavita Namdev, Acropolis Institute of Technology and Research Mangliya Road, Indore-452001, Madhya Pradesh, India |
Keywords: |
| Summarization of the Text, Structure Based Approach, Semantic Based Approach, Sentence Fusion, Sentence Correction, Abstract Overview |
Abstract |
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The role of Text Summarization is to eliminate missing bits from the original text. The extracted information is produced as a condensed report in this process, and presented to the client as a succinct summary. Human perception and decoding of the texts meaning is very difficult. An exhaustive survey on abstractive methods of summarizing text was presented in this paper. The large methods of abstract summarization are a formal approach and an approach focused on semance. This paper collectively summarizes and decipheres the different methodologies, difficulties and abstractive description problems. Datasets and their properties are being discussed on the state of the art benchmarks. This survey shows that most abstract summary methods generate highly organized, coherent, less repetitive summaries and rich in detail. |
Other Details |
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Paper ID: IJSRDV8I20371 Published in: Volume : 8, Issue : 2 Publication Date: 01/05/2020 Page(s): 451-453 |
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