RankSum—An unsupervised extractive text summarization based on rank fusion

A Joshi, E Fidalgo, E Alegre… - Expert Systems with …, 2022 - Elsevier
In this paper, we propose Ranksum, an approach for extractive text summarization of single
documents based on the rank fusion of four multi-dimensional sentence features extracted …

Survey of text document summarization based on ensemble topic vector clustering model

G Bharathi Mohan, R Prasanna Kumar - IoT Based Control Networks and …, 2022 - Springer
Text document analysis has recently emerged as a promising strategy in content
summarization domain. The analysis can be carried out in two stages: Text abstraction, the …

Lattice abstraction-based content summarization using baseline abstractive lexical chaining progress

GB Mohan, RP Kumar - International Journal of Information Technology, 2023 - Springer
Text summarization is essential in this fast-growing world to read the information because a
vast amount of information holds various definitions among related contents. Due to this …

Transliteration based generative pre-trained transformer 2 model for Tamil text summarization

CR Dhivyaa, K Nithya, T Janani… - 2022 International …, 2022 - ieeexplore.ieee.org
Automatic text summarization plays a significant role in natural language processing to
extract the useful information from the huge amount of online contents. Especially in …

Uncertain about ChatGPT: enabling the uncertainty evaluation of large language models

AL Jousselme, JP de Villiers… - 2023 26th …, 2023 - ieeexplore.ieee.org
ChatGPT, OpenAI's chatbot, has gained consider-able attention since its launch in
November 2022, owing to its ability to formulate articulated responses to text queries and …

A statistically based sentence scoring method using mathematical combination for extractive Hindi text summarization

S Dhankhar, MK Gupta - Journal of Interdisciplinary Mathematics, 2022 - Taylor & Francis
Electronic documents contain tremendous amounts of information. A text summary system is
needed to save time and rapidly know about the document, because the manual text …

Topic-Conversation Relevance (TCR) Dataset and Benchmarks

Y Fan, J Pool, S Filipi, R Cutler - arXiv preprint arXiv:2411.00038, 2024 - arxiv.org
Workplace meetings are vital to organizational collaboration, yet a large percentage of
meetings are rated as ineffective. To help improve meeting effectiveness by understanding if …

[PDF][PDF] Support Vector Machine Based Handwritten Hindi Character Recognition and Summarization.

S Dhankhar, MK Gupta, FH Memon… - … Systems Science & …, 2022 - cdn.techscience.cn
In today's digital era, the text may be in form of images. This research aims to deal with the
problem by recognizing such text and utilizing the support vector machine (SVM). A lot of …

An innovative Telugu text summarization framework using the pointer network and optimized attention layer

K Chakma, A Jamatia, D Rudrapal - Multimedia Tools and Applications, 2024 - Springer
Summarizing lengthy text involves distilling crucial information into a concise form by
covering the key events in the source text. Previous researchers mostly explored the …

[PDF][PDF] Abstractive Review Summarization based on Improved Attention Mechanism with Pointer Generator Network Model.

J Shobana, M Murali - Webology, 2021 - researchgate.net
Nowadays online reviews play an important role by giving an helping hand to the customers
to know about other customer's opinions about the product they are going to purchase. This …