Approaches and Trends of Automatic Bangla Text Summarization

Author:

Haque Md. Majharul1,Pervin Suraiya2,Hossain Anowar3,Begum Zerina2

Affiliation:

1. Bangladesh Bank, Bangladesh

2. University of Dhaka, Bangladesh

3. Brain Station 23, Bangladesh

Abstract

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.

Publisher

IGI Global

Subject

General Medicine

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automatic Multi-document Summarization for Bangla News Text Using a Novel Unsupervised Approach;The Fourth Industrial Revolution and Beyond;2023

2. Classifying Offensive Speech of Bangla Text and Analysis Using Explainable AI;Communications in Computer and Information Science;2022

3. Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning-Based Methods;IEEE Access;2022

4. Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network;2021 24th International Conference on Computer and Information Technology (ICCIT);2021-12-18

5. Bangla-ExtraSum: Comparative Analysis of Different Methods in Automated Extractive Bengali Text Summarization;2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT);2021-11-18

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