A Novel Dataset for Abstractive Summarization of Bengali Health Documents

With the increasing availability of data and use of different online platforms, there are a lot of information which if used properly, can be hugely beneficial. It is impossible for humans to identify and utilize all information and data manually. Henceforth, automatic summarization has become an important research field. From vast amount of data, we can identify the important portion through summarization and make use of them. Ever since the Covid 19 pandemic, we have come to understand that the most important documents are related to health. In this research, we have delved into automatic summarization of Bengali health documents. We have created a novel dataset which consists of large number of documents. All associated resources will be made publicly available so that they can be used for advancement of researches in this field.

Authors

Institutions

Publication Details

Published
2024-11-28
DOI
https://doi.org/10.1109/becithcon64160.2024.10962590
Citations
1
Primary Topic
Advanced Text Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.35
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Novel Dataset for Abstractive Summarization of Bengali Health Documents

Md. Siam Ansary
1 citations
Advanced Text Analysis Techniques
0.35
article

A Novel Dataset for Abstractive Summarization of Bengali Health Documents

Md. Siam Ansary
article en
1 citations

Abstract

With the increasing availability of data and use of different online platforms, there are a lot of information which if used properly, can be hugely beneficial. It is impossible for humans to identify and utilize all information and data manually. Henceforth, automatic summarization has become an important research field. From vast amount of data, we can identify the important portion through summarization and make use of them. Ever since the Covid 19 pandemic, we have come to understand that the most important documents are related to health. In this research, we have delved into automatic summarization of Bengali health documents. We have created a novel dataset which consists of large number of documents. All associated resources will be made publicly available so that they can be used for advancement of researches in this field.

Ahsanullah University of Science and Technology (BD)
Openalex Percentile: Top 29%
Advanced Text Analysis Techniques
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.