Automatic text summarization for Hindi using real coded genetic algorithm
Featured Application This paper provides applicability of the Real Coded Genetic Algorithm
to the Natural Language Processing Task, ie, Text Summarization. The purpose of text …
to the Natural Language Processing Task, ie, Text Summarization. The purpose of text …
Toward the automatic generation of an objective function for extractive text summarization
A fitness function is a type of objective function that quantifies the optimality of a solution; the
correct formulation of this function is relevant, in evolutionary-based ATS systems, because it …
correct formulation of this function is relevant, in evolutionary-based ATS systems, because it …
[PDF][PDF] GaSUM: A Genetic Algorithm Wrapped BERT for Text Summarization.
I Tanfouri, F Jarray - ICAART (2), 2023 - scitepress.org
Automatic Text Summarization (ATS) is a fundamental problem in natural language
processing (NLP), it aims to reduce text size by removing irrelevant data and preserving the …
processing (NLP), it aims to reduce text size by removing irrelevant data and preserving the …
Extractive Arabic Text Summarization Using PageRank and Word Embedding
Research on graph-based automatic text summarization for Arabic, the official language of
26 nations with over 200 million speakers, as well as other prevalent languages, has …
26 nations with over 200 million speakers, as well as other prevalent languages, has …
RETRACTED: Automatic arabic text summarization (AATS): A survey
MA Elmenshawy, T Hamza… - Journal of Intelligent & …, 2022 - content.iospress.com
Due to the obvious significant expansion in the number of online Arabic textual information,
Arabic Text Summarization has become a focus of intense research. Manual text …
Arabic Text Summarization has become a focus of intense research. Manual text …
Statistical features and pagerank scoring fusion for arabic text summarization
OS Bahakam, MSF Binwahlan… - … , System and Service …, 2022 - ieeexplore.ieee.org
online text content is increasing daily, making it a big challenge for readers to find the
required information. So, providing a gist of the available text content can help those readers …
required information. So, providing a gist of the available text content can help those readers …
[PDF][PDF] Genetic Algorithm and Latent Semantic Analysis based Documents Summarization Technique.
I Tanfouri, F Jarray - KDIR, 2022 - scitepress.org
Automatic text summarization (ATS) is the process of generating or extracting a shorter text
of the original document while preserving relevant and important information. Nowadays, it …
of the original document while preserving relevant and important information. Nowadays, it …
OTSummarizer an Optimal Transport Based Approach for Extractive Text Summarization
I Tanfouri, F Jarray - International Conference on Computational Collective …, 2023 - Springer
Automatic text summarization (ATS) consists of automatically generating a coherent and
concise summary of the original document. It is a fundamental task in Natural Language …
concise summary of the original document. It is a fundamental task in Natural Language …
[PDF][PDF] Python Solutions to Address Natural Language Challenges
Abstracts: Arabic is one of six official languages, according to UNESCO. It's spoken by more
than 422 million Arabs, and 1.5 billion Muslims around the world use it when they pray five …
than 422 million Arabs, and 1.5 billion Muslims around the world use it when they pray five …
English-language abstract text summarization using the T5 model
RD Darshan, I Surya, G Malarselvi - AIP Conference Proceedings, 2024 - pubs.aip.org
The process of summarization is taking a longer piece of material and reducing it to a shorter
version without losing any of the essential information or meaning. Due to the exponential …
version without losing any of the essential information or meaning. Due to the exponential …