Automatic text summarization methods: A comprehensive review

G Sharma, D Sharma - SN Computer Science, 2022 - Springer
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 …

Text summarization techniques: a brief survey

M Allahyari, S Pouriyeh, M Assefi, S Safaei… - arxiv preprint arxiv …, 2017 - arxiv.org
In recent years, there has been a explosion in the amount of text data from a variety of
sources. This volume of text is an invaluable source of information and knowledge which …

Recent named entity recognition and classification techniques: a systematic review

A Goyal, V Gupta, M Kumar - Computer Science Review, 2018 - Elsevier
Textual information is becoming available in abundance on the web, arising the requirement
of techniques and tools to extract the meaningful information. One of such an important …

Abstractive summarization: An overview of the state of the art

S Gupta, SK Gupta - Expert Systems with Applications, 2019 - Elsevier
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 …

Abstractive text summarization: Enhancing sequence-to-sequence models using word sense disambiguation and semantic content generalization

P Kouris, G Alexandridis, A Stafylopatis - Computational Linguistics, 2021 - direct.mit.edu
Nowadays, most research conducted in the field of abstractive text summarization focuses
on neural-based models alone, without considering their combination with knowledge …

Fuzzy logic based multi document summarization with improved sentence scoring and redundancy removal technique

D Patel, S Shah, H Chhinkaniwala - Expert Systems with Applications, 2019 - Elsevier
Nowadays abundant amount of information is available on Internet which makes it difficult
for the users to locate desired information. Automatic methods are needed to efficiently sieve …

An overview of text summarization techniques

N Andhale, LA Bewoor - 2016 international conference on …, 2016 - ieeexplore.ieee.org
Text Summarization is the process of creating a condensed form of text document which
maintains significant information and general meaning of source text. Automatic text …

Technology in the 21st century: New challenges and opportunities

J Sheng, J Amankwah-Amoah, X Wang - Technological Forecasting and …, 2019 - Elsevier
Although big data, big data analytics (BDA) and business intelligence have attracted
growing attention of both academics and practitioners, a lack of clarity persists about how …

Yago 4.5: A large and clean knowledge base with a rich taxonomy

FM Suchanek, M Alam, T Bonald, L Chen… - Proceedings of the 47th …, 2024 - dl.acm.org
Knowledge Bases (KBs) find applications in many knowledge-intensive tasks and, most
notably, in information retrieval. Wikidata is one of the largest public general-purpose KBs …

Event graphs for information retrieval and multi-document summarization

G Glavaš, J Šnajder - Expert systems with applications, 2014 - Elsevier
With the number of documents describing real-world events and event-oriented information
needs rapidly growing on a daily basis, the need for efficient retrieval and concise …