Attention-based clinical note summarization

N Kanwal, G Rizzo - Proceedings of the 37th ACM/SIGAPP Symposium …, 2022 - dl.acm.org
In recent years, the trend of deploying digital systems in numerous industries has hiked. The
health sector has observed an extensive adoption of digital systems and services that …

Structured abstract summarization of scientific articles: Summarization using full‐text section information

H Oh, S Nam, Y Zhu - Journal of the Association for Information …, 2023 - Wiley Online Library
The automatic summarization of scientific articles differs from other text genres because of
the structured format and longer text length. Previous approaches have focused on tackling …

Vnds: A vietnamese dataset for summarization

VH Nguyen, TC Nguyen, MT Nguyen… - 2019 6th NAFOSTED …, 2019 - ieeexplore.ieee.org
We have seen a lot of interesting developments and research in text summarization. While
numerous approaches for summarization have been widely studied and applied in various …

Learning to summarize multi-documents with local and global information

VH Nguyen, ST Mai, MT Nguyen - Progress in Artificial Intelligence, 2023 - Springer
The importance estimation of sentences plays an important role in the extractive
summarization of multi-documents. This paper introduces a method to estimate the …

[PDF][PDF] Tsix: a human-involved-creation dataset for tweet summarization

MT Nguyen, DV Lai, HT Nguyen… - Proceedings of the …, 2018 - aclanthology.org
We present a new dataset for tweet summarization. The dataset includes six events
collected from Twitter from October 10 to November 9, 2016. Our dataset features two …

Abstractive Summarization on Dynamically Changing Text

R Rawat, P Rawat, V Elahi… - 2021 5th International …, 2021 - ieeexplore.ieee.org
With abundant user data and computing power, using machine learning to automate or
minimize our task has become a recent trend. These resources are useful in providing some …

Different aspects on extractive text summarization as a part of content generation for e-courses

A Parahonco, M Petic - Workshop on Intelligent Information Systems, 2023 - ibn.idsi.md
The paper describes automatic summarization as one of the topics that help the e-learning
system to be more adaptable to content generation. This article treats automatic …

Learning to estimate the importance of sentences for multi-document summarization

MT Nguyen, HD Nguyen… - 2018 10th International …, 2018 - ieeexplore.ieee.org
Sentence scoring is a vital step in an extractive summarization system. This paper presents
a model for improving the quality of the scoring step, which benefits sentence selection to …

Towards state-of-the-art baselines for vietnamese multi-document summarization

MT Nguyen, HD Nguyen… - 2018 10th International …, 2018 - ieeexplore.ieee.org
Text summarization is challenging, but an interesting task of natural language processing.
While this task has been widely studied in English, it is still an early stage in Vietnamese …

[PDF][PDF] Automatic document summarization based on statistical information

A Mussina, S Aubakirov, D Ahmed-Zaki… - Journal of Mathematics …, 2017 - bm.kaznu.kz
3-бөлiм Информатика Раздел 3 Информатика Section 3 Computer science Page 1 76
Mussina AB et al. 3-бөлiм Информатика Раздел 3 Информатика Section 3 Computer …