A comprehensive survey of abstractive text summarization based on deep learning

M Zhang, G Zhou, W Yu, N Huang… - Computational …, 2022 - Wiley Online Library
With the rapid development of the Internet, the massive amount of web textual data has
grown exponentially, which has brought considerable challenges to downstream tasks, such …

A deep learning-based model using hybrid feature extraction approach for consumer sentiment analysis

G Kaur, A Sharma - Journal of big data, 2023 - Springer
There is an exponential growth in textual content generation every day in today's world. In-
app messaging such as Telegram and WhatsApp, social media websites such as Instagram …

Summarizing online movie reviews: a machine learning approach to big data analytics

A Khan, MA Gul, MI Uddin, SA Ali Shah… - Scientific …, 2020 - Wiley Online Library
Information is exploding on the web at exponential pace, and online movie review over the
web is a substantial source of information for online users. However, users write millions of …

Deep Neural Network Based Multi-Review Summarization System.

S Gautam, J Kaur, GS Josan - International Journal of Next …, 2021 - search.ebscohost.com
E-commerce is prevalent everywhere now-a-days. While shopping from these sites, users
generally go through the reviews of the product posted by other users. For a given product …

A binary grey wolf optimizer to solve the scientific document summarization problem

R Das, D Debnath, P Pakray, NC Kumar - Multimedia Tools and …, 2024 - Springer
The extraction of information from the extensive volume of online textual data poses a
significant challenge, and text summarization plays a pivotal role in overcoming this …

SGATS: Semantic Graph-based Automatic Text Summarization from Hindi Text Documents

ML Joshi, N Joshi, N Mittal - Transactions on Asian and Low-Resource …, 2021 - dl.acm.org
Creating a coherent summary of the text is a challenging task in the field of Natural
Language Processing (NLP). Various Automatic Text Summarization techniques have been …

Has: Hybrid analysis of sentiments for the perspective of customer review summarization

G Kaur, A Sharma - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The reviews posted online by the end-users can help the business owners obtain a fair
evaluation of their products/services and take the necessary steps. However, due to the …

Toward Machine Learning Based Binary Sentiment Classification of Movie Reviews for Resource Restraint Language (RRL)—Hindi

A Sharma, U Ghose - IEEE Access, 2023 - ieeexplore.ieee.org
Sentiment analysis has significantly progressed in English, whereas Hindi research is still
nascent. Despite being the third most spoken language worldwide, Hindi remains an RRL …

Sentiment-based abstractive text summarization using attention oriented lstm model

D Debnath, R Das, S Rafi - … Engineering and Analytics: Proceedings of the …, 2022 - Springer
Product reviews are essential as they help customers to make purchase decisions. Often
these product reviews are used to be too abundant, lengthy and descriptive. However, the …

Development of an Automated Moderator for Deliberative Events

S Bonechi - Electronics, 2024 - mdpi.com
Online communication platforms have revolutionized interpersonal interactions by
transcending geographical barriers. While facilitating connectivity, these platforms have …