Enml: multi-label ensemble learning for urdu text classification

F Mehmood, R Shahzadi, H Ghafoor, MN Asim… - ACM Transactions on …, 2023 - dl.acm.org
Exponential growth of electronic data requires advanced multi-label classification
approaches for the development of natural language processing (NLP) applications such as …

Whale-optimized LSTM networks for enhanced automatic text summarization

BM Gurusamy, PK Rangarajan… - Frontiers in Artificial …, 2024 - frontiersin.org
Automatic text summarization is a cornerstone of natural language processing, yet existing
methods often struggle to maintain contextual integrity and capture nuanced sentence …

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 …

Design of an integrative model for video scene summarization through integrated frame sampling, language processed ResNets fused with domain adversarial …

B Darshankumar, TM Manu - International Journal of Information …, 2024 - Springer
This work addresses the crucial need for advanced techniques in automatic Video scene
summarization, a domain that presents significant challenges due to the rich and diverse …

Automatically Generate Impression From Findings In Radiology Report Using BERT

R Reang, V Dehalwar… - 2024 15th International …, 2024 - ieeexplore.ieee.org
The vital work of summarizing medical reports so that the general public can easily access
them can be considerably aided by the recent developments in deep learning and large …

Enhancing Abstractive Text Summarization with Proximal Policy Optimization

KL Reddy, MP Shanmukh, A Kumar… - … on Advances in …, 2024 - ieeexplore.ieee.org
In the realm of Natural Language Processing (NLP), Abstract Text Summarization (ATS)
holds a crucial position, involving the transformation of lengthy textual content into concise …

News Article Summarization using PEGASUS model for Efficient Information Consumption

R Shanthakumari, EMR Devi… - 2024 15th …, 2024 - ieeexplore.ieee.org
Text summarization is a crucial task in natural language processing aimed at condensing
large volumes of text into concise and informative summaries. Traditional methods of …

Textual Alchemy: Transmuting BERT Summaries with GAN Elegance

A Chintalapati, S Agarwal, A Senapati… - … Conference on Next …, 2023 - ieeexplore.ieee.org
In today's digital era, the need for succinct yet insightful representation of vast amounts of
information has never been greater. Text summarization stands at the forefront of this …

Enhanced Text Summarization through Hybrid Integration of RoBERTa, T5, and Pegasus Models

SD Myla, R Saini, N Kapoor - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The domain of Natural Language Processing (NLP) confronts a pivotal challenge in text
summarization, with the goal of condensing extensive texts into concise, informative …

A Survey on Text and Voice Summarization of Dravidian Languages.

A Pimpalshende, V Baby… - … of Engineering & …, 2024 - search.ebscohost.com
As the majority of India's population is multilingual, there is a growing need to develop
efficient techniques for summarizing content in various Indian languages. With a significant …