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 …

Deep learning based abstractive text summarization: approaches, datasets, evaluation measures, and challenges

D Suleiman, A Awajan - Mathematical problems in engineering, 2020 - Wiley Online Library
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 …

Conversational information seeking

H Zamani, JR Trippas, J Dalton… - … and Trends® in …, 2023 - nowpublishers.com
Conversational information seeking (CIS) is concerned with a sequence of interactions
between one or more users and an information system. Interactions in CIS are primarily …

[PDF][PDF] Arabic text summarization using arabert model using extractive text summarization approach

AM Abu Nada, E Alajrami, AA Al-Saqqa, SS Abu-Naser - 2020 - researchgate.net
recently, after the life of the individual changed and became more crowded with all the
concerns of life, and with the diversity and the increasing of sources of knowledge on the …

A survey of text summarization techniques

A Nenkova, K McKeown - Mining text data, 2012 - Springer
Numerous approaches for identifying important content for automatic text summarization
have been developed to date. Topic representation approaches first derive an intermediate …

[图书][B] Introduction to information retrieval

CD Manning - 2008 - diglib.globalcollege.edu.et
Introduction to Information Retrieval is the first textbook with a coherent treatment of classical
and web information retrieval, including web search and the related areas of text …

Automatic summarization

A Nenkova, K McKeown - Foundations and Trends® in …, 2011 - nowpublishers.com
It has now been 50 years since the publication of Luhn's seminal paper on automatic
summarization. During these years the practical need for automatic summarization has …

A survey on clustering algorithms for wireless sensor networks

AA Abbasi, M Younis - Computer communications, 2007 - Elsevier
The past few years have witnessed increased interest in the potential use of wireless sensor
networks (WSNs) in applications such as disaster management, combat field …

Exaranker: Synthetic explanations improve neural rankers

F Ferraretto, T Laitz, R Lotufo, R Nogueira - Proceedings of the 46th …, 2023 - dl.acm.org
Recent work has shown that incorporating explanations into the output generated by large
language models (LLMs) can significantly enhance performance on a broad spectrum of …

Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization

D Wang, T Li, S Zhu, C Ding - … of the 31st annual international ACM …, 2008 - dl.acm.org
Multi-document summarization aims to create a compressed summary while retaining the
main characteristics of the original set of documents. Many approaches use statistics and …