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Automatic text summarization: A comprehensive survey
Abstract Automatic Text Summarization (ATS) is becoming much more important because of
the huge amount of textual content that grows exponentially on the Internet and the various …
the huge amount of textual content that grows exponentially on the Internet and the various …
Automatic text summarization methods: A comprehensive review
Text summarization is the process of condensing a long text into a shorter version by
maintaining the key information and its meaning. Automatic text summarization can save …
maintaining the key information and its meaning. Automatic text summarization can save …
A survey of automatic text summarization: Progress, process and challenges
With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …
increased exponentially. This text volume is a precious source of information and knowledge …
Abstractive summarization: An overview of the state of the art
Summarization, is to reduce the size of the document while preserving the meaning, is one
of the most researched areas among the Natural Language Processing (NLP) community …
of the most researched areas among the Natural Language Processing (NLP) community …
Deep learning based abstractive text summarization: approaches, datasets, evaluation measures, and challenges
In recent years, the volume of textual data has rapidly increased, which has generated a
valuable resource for extracting and analysing information. To retrieve useful knowledge …
valuable resource for extracting and analysing information. To retrieve useful knowledge …
Abstractive vs. extractive summarization: An experimental review
Text summarization is a subtask of natural language processing referring to the automatic
creation of a concise and fluent summary that captures the main ideas and topics from one …
creation of a concise and fluent summary that captures the main ideas and topics from one …
A topic modeled unsupervised approach to single document extractive text summarization
Abstract Automatic Text Summarization (ATS) is an essential field in natural language
processing that attempts to condense large text documents so that users can assimilate …
processing that attempts to condense large text documents so that users can assimilate …
Exploring the landscape of automatic text summarization: a comprehensive survey
The discipline of Automatic Text Summarization (ATS), which is expanding quickly, intends
to automatically create summaries of enormous amounts of text so that readers can save …
to automatically create summaries of enormous amounts of text so that readers can save …
Abstractive text summarization: Enhancing sequence-to-sequence models using word sense disambiguation and semantic content generalization
Nowadays, most research conducted in the field of abstractive text summarization focuses
on neural-based models alone, without considering their combination with knowledge …
on neural-based models alone, without considering their combination with knowledge …
Rouge metric evaluation for text summarization techniques
M Barbella, G Tortora - Available at SSRN 4120317, 2022 - papers.ssrn.com
Abstract Approaches to Automatic Text Summarization try to extract key information from one
or more input texts and generate summaries whilst preserving content meaning. These …
or more input texts and generate summaries whilst preserving content meaning. These …