Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches
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arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866929687657185280 |
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| author | Miazee, Asif Ahammad Roy, Tonmoy Islam, Md Robiul Safat, Yeamin |
| author_facet | Miazee, Asif Ahammad Roy, Tonmoy Islam, Md Robiul Safat, Yeamin |
| contents | Text summarization involves reducing extensive documents to short sentences that encapsulate the essential ideas. The goal is to create a summary that effectively conveys the main points of the original text. We spend a significant amount of time each day reading the newspaper to stay informed about current events both domestically and internationally. While reading newspapers enriches our knowledge, we sometimes come across unnecessary content that isn't particularly relevant to our lives. In this paper, we introduce a neural network model designed to summarize Bangla text into concise and straightforward paragraphs, aiming for greater stability and efficiency. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2501_15051 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches Miazee, Asif Ahammad Roy, Tonmoy Islam, Md Robiul Safat, Yeamin Computation and Language Text summarization involves reducing extensive documents to short sentences that encapsulate the essential ideas. The goal is to create a summary that effectively conveys the main points of the original text. We spend a significant amount of time each day reading the newspaper to stay informed about current events both domestically and internationally. While reading newspapers enriches our knowledge, we sometimes come across unnecessary content that isn't particularly relevant to our lives. In this paper, we introduce a neural network model designed to summarize Bangla text into concise and straightforward paragraphs, aiming for greater stability and efficiency. |
| title | Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2501.15051 |