Automatic summarising: The state of the art

KS Jones - Information Processing & Management, 2007 - Elsevier
This paper reviews research on automatic summarising in the last decade. This work has
grown, stimulated by technology and by evaluation programmes. The paper uses several …

Summarization from medical documents: a survey

S Afantenos, V Karkaletsis, P Stamatopoulos - Artificial intelligence in …, 2005 - Elsevier
OBJECTIVE:: The aim of this paper is to survey the recent work in medical documents
summarization. BACKGROUND:: During the last decade, documents summarization got …

Opinosis: A graph based approach to abstractive summarization of highly redundant opinions

K Ganesan, CX Zhai, J Han - 2010 - ideals.illinois.edu
We present a novel graph-based summarization framework (Opinosis) that generates
concise abstractive summaries of highly redundant opinions. Evaluation results on …

[PDF][PDF] Introduction to the special issue on summarization

D Radev, E Hovy, K McKeown - Computational linguistics, 2002 - aclanthology.org
As the amount of on-line information increases, systems that can automatically summarize
one or more documents become increasingly desirable. Recent research has investigated …

Graph-based text summarization using modified TextRank

C Mallick, AK Das, M Dutta, AK Das… - Soft Computing in Data …, 2019 - Springer
Nowadays, the efficient access of enormous amounts of information has become more
difficult due to the rapid growth of the Internet. To manage the vast information, we need …

[BOOK][B] Automatic text summarization

JM Torres-Moreno - 2014 - books.google.com
Textual information in the form of digital documents quickly accumulates to create huge
amounts of data. The majority of these documents are unstructured: it is unrestricted text and …

Automatic keyword extraction for text summarization: A survey

SK Bharti, KS Babu - arxiv preprint arxiv:1704.03242, 2017 - arxiv.org
In recent times, data is growing rapidly in every domain such as news, social media,
banking, education, etc. Due to the excessiveness of data, there is a need of automatic …

Automatic text summarization: Past, present and future

H Saggion, T Poibeau - Multi-source, multilingual information extraction …, 2012 - Springer
Automatic text summarization, the computer-based production of condensed versions of
documents, is an important technology for the information society. Without summaries it …

Keywords-guided abstractive sentence summarization

H Li, J Zhu, J Zhang, C Zong, X He - … of the AAAI conference on artificial …, 2020 - ojs.aaai.org
We study the problem of generating a summary for a given sentence. Existing researches on
abstractive sentence summarization ignore that keywords in the input sentence provide …

[PDF][PDF] Towards coherent multi-document summarization

J Christensen, S Soderland, O Etzioni - Proceedings of the 2013 …, 2013 - aclanthology.org
This paper presents GFlow, a novel system for coherent extractive multi-document
summarization (MDS). 1 Where previous work on MDS considered sentence selection and …