孟加拉文自动摘要的方法与趋势:挑战与机遇

M. Haque, S. Pervin, Anowar Hossain, Zerina Begum
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引用次数: 5

摘要

只要互联网用户在增加,在线电子内容就会成比例地增长,而不受语言的影响。为了处理庞大的网络文本,大量关于英语文本摘要的研究工作已经浮出水面。不幸的是,尽管有很多人都在使用孟加拉语,但为孟加拉语完成的作品却很少。本文试图探讨孟加拉语文本摘要研究工作的发展趋势。这里简要地阐述了14种方法,讨论了它们的利弊,并提出了一些改进的范围。并根据其综合特点和评价结果进行了比较。希望这篇文章能引起更多孟加拉语文本摘要领域研究者的注意,并给下一代一个关于机会的清晰信息。关于所有现有方法的综合信息已在这里描述,以揭示孟加拉文摘要的重要性。据笔者所知,这是这方面的第一次综述性研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approaches and Trends of Automatic Bangla Text Summarization: Challenges and Opportunities
As long as the internet user is increasing, online electronic content is growing proportionally irrespective of languages. A lot of research works on English text summarization have come to light to deal with this gigantic body of online text. Unfortunately, a few works have been accomplished for Bangla though a huge number of people are involved with this language. This article has tried to explore the trend of research work on Bangla text summarization. Fourteen approaches have been briefly expounded here by addressing the pros and cons with some scope of improvement. A comparison has also been turned based on their incorporated features and evaluation results. It is expected that this article will draw the attention of more researchers in the area of Bangla text summarization and give a crystal-clear message about the opportunities to the next generation. The integrated message about all the existing methods has been depicted here to reveal the importance of Bangla text summarization. To the best of the author's knowledge, this is the first review study in this ground.
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