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Recent automatic text summarization techniques: a survey
As information is available in abundance for every topic on internet, condensing the
important information in the form of summary would benefit a number of users. Hence, there …
important information in the form of summary would benefit a number of users. Hence, there …
[SÁCH][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 …
amounts of data. The majority of these documents are unstructured: it is unrestricted text and …
Extractive multi-document summarization: a review of progress in the last decade
With the tremendous growth in the number of electronic documents, it is becoming
challenging to manage the volume of information. Much research has focused on …
challenging to manage the volume of information. Much research has focused on …
Summarizing large text collection using topic modeling and clustering based on MapReduce framework
NK Nagwani - Journal of Big Data, 2015 - Springer
Document summarization provides an instrument for faster understanding the collection of
text documents and has a number of real life applications. Semantic similarity and clustering …
text documents and has a number of real life applications. Semantic similarity and clustering …
Grapharizer: a graph-based technique for extractive multi-document summarization
Featured Application A graph-based technique tested on a benchmark dataset and
augmented by machine learning techniques to provide a concise, informative, and …
augmented by machine learning techniques to provide a concise, informative, and …
[PDF][PDF] Event-driven headline generation
We propose an event-driven model for headline generation. Given an input document, the
system identifies a key event chain by extracting a set of structural events that describe them …
system identifies a key event chain by extracting a set of structural events that describe them …
[PDF][PDF] Opinion mining summarization and automation process: a survey
In this modern age, the internet is a powerful source of information. Roughly, one-third of the
world population spends a significant amount of their time and money on surfing the internet …
world population spends a significant amount of their time and money on surfing the internet …
Multi-sentence compression with word vertex-labeled graphs and integer linear programming
Multi-Sentence Compression (MSC) aims to generate a short sentence with key information
from a cluster of closely related sentences. MSC enables summarization and question …
from a cluster of closely related sentences. MSC enables summarization and question …
MYTextSum: A Malay text summarizer model using a constrained pattern-growth sentence compression technique
As more information becomes accessible online, users are faced with difficulties in digesting
and selecting important information from longer text. A summary can serve as a condensed …
and selecting important information from longer text. A summary can serve as a condensed …
Understanding Human Sentence Compression Pattern for Malay Text Summarizer
This paper focuses on understanding the discovered human sentence compression patterns
from the developed Malay summary corpus to produce a more compact and informative …
from the developed Malay summary corpus to produce a more compact and informative …