that accommodates points of view beyond those currently available will enable the system to process data for additional needs.
The preface, consisting mainly of verbatim reproduction of the abstracts accompanying each of the nine chapters, contains no analysis, commentary, or summarization
from the editors.
This paper is about the Automatic Summarization
task within two different points of view, focusing on two main goals.
Their topics include using a polytope model for unsupervised document summarization
, rich feature spaces and regression models in single-document extractive summarization
, a survey of neural models for abstractive summarization
, headline generation as a sequence prediction with conditional random fields, and whether better summaries are also easier to understand: analyzing text complexity in automated summarization
In the era of information overload, automatic text summarization
is needed in which a short representation of the original document is produced.
In the context of this paper, authors focus in a data mining problem by using linguistic data summarization
Lexalytics Data Extraction Services leverages its Salience text analytics engine to provide greater insights and automatically organize data into a format that includes features such as summarization
, sentiment analysis, intentions, named entity extraction, categories and themes.
For these reasons, this study aims to integrate summarization
with keyword evaluation in order to design a group-based game, iAbstract, for graduate students to summarize academic papers.
It can be claimed that the first systematic study of Natural Language Processing (NLP) and automatic text summarization
started with Oflazer & Kuruoz, in which they developed a POS tagger for Turkish based on a full-scale-two-level specification of Turkish morphology .
TOKYO, Jan 16, 2018 - (JCN Newswire) - Fujitsu Limited and The Shinano Mainichi Shimbun, a regional newspaper in Japan, today announced that they have created an artificial intelligence-based automated article summarization
Aboubakr Aqle has been awarded for his work on data-driven text summarization