IEEE

ML based Text Summarization for Sentiment Analysis in Information Retrieval using Feature Engineering

Abstract: Sentiment analysis plays a crucial role in understanding user preferences and opinions in the field of information retrieval. This research focuses on developing a system that combines text ...
Frontiers

Text summarization method of argumentative discourse by combining the BERT-transformer model

Summarization of texts have been considered as essential practice nowadays with the careful presentation of the main ideas of a text. The current study aims to provide a methodology of summarizing ...
IEEE

A Generative Adversarial Network-Based Extractive Text Summarization Using Transductive and Reinforcement Learning

Abstract: Text summarization is crucial in various sectors, such as engineering and healthcare, because it enhances efficiency in terms of time and costs. Current extractive text summarization methods ...
Journal of Medical Internet Research

Using ChatGPT-4 for Lay Summarization in Prostate Cancer Research to Advance Patient-Centered Communication: Large-Scale Generative AI Performance Evaluation

For each article, the abstract was processed using ChatGPT-4 with two distinct prompt strategies: One prompt was based directly on the journal’s author guidelines, while the other not only adhered to ...