Document-Based Text Summarization using T5 small and gTTS

A Raj, M Raj, N Umasankari… - … on Advances in Data …, 2024 - ieeexplore.ieee.org
The research project on “Deep Learning-Based Text Summarization System using T5 small
and gTTS” introduces a method to automatically extract and understand information from …

[图书][B] Trends and Applications of Text Summarization Techniques

A Fiori - 2019 - books.google.com
While the availability of electronic documents increases exponentially with advancing
technology, the time spent to process this wealth of resourceful information decreases …

Automatic Text Summarization based Web Application

S Gourh, S Uniyal, A Aryal, T Beniwal… - 2023 14th …, 2023 - ieeexplore.ieee.org
Text summarization is an important task in natural language processing that aims to
condense large bodies of text into short but coherent summaries. This study provides an …

SURVEY OF AUTOMATED TEXT DOCUMENT SUMMARIZATION TOOLS: APPROACHES AND TRENDS

R Borde - The American Journal of Applied sciences, 2023 - inlibrary.uz
This survey presents an extensive exploration of automated text document summarization
tools, focusing on the diverse approaches and emerging trends in this field. With the …

Efficient Text Summarization using Natural Language Processing

SA Kumar, YSK Kumar, P Thejas - … International Conference on …, 2023 - ieeexplore.ieee.org
In recent years, a huge volume of textual data has been released through social media and
various other domains that can be extracted and analyzed to reproduce useful information …

Exploring Deep Learning Approaches for Text Summarization and Text Generation

V Preeja, TS Subashini… - 2023 Third International …, 2023 - ieeexplore.ieee.org
In a wide range of domains, Deep Learning (DL) approaches have achieved cutting-edge
outcomes. They include several processing layers that allow them to understand the …

Revolutionizing Summarization: Unleashing the Power of Transformer-Based Innovations for Efficiency and Impactful Applications

A Anil, P Verma, OK Amrutha… - … Conference on Advances …, 2024 - ieeexplore.ieee.org
In the era of information abundance, efficient summarization tools are crucial. This paper
explores document summarization, focusing on the “lamini flan T5” model by Google …

Feature based automatic text summarization methods: a comprehensive state-of-the-art survey

D Yadav, R Katna, AK Yadav, J Morato - IEEE Access, 2022 - ieeexplore.ieee.org
With the advent of the World Wide Web, there are numerous online platforms that generate
huge amounts of textual material, including social networks, online blogs, magazines, etc …

Elevating the Precision of Summarization for Short Text in Social Media using Preprocessing Techniques

FA Ghanem, MC Padma… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The prevalence of social media platforms has resulted in an overflow of concise textual
content, thereby posing challenges in the accurate summarization of informal and noisy …

Deep Learning Techniques for Automatic Text Summarization: A Review

R Reang, V Dehalwar… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The volume of text data has grown drastically since the internet's inception, which has had a
profound impact on how data is gathered, analyzed, and understood. To address this issues …