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 …
When I planned this book in 1999, it was intended to be a survey of current work in text summarization. The survey would discuss various efforts in the context of a framework for …
As the amount of on-line information increases, systems that can automatically summarize one or more documents become increasingly desirable. Recent research has investigated …
S Teufel, M Moens - Computational linguistics, 2002 - direct.mit.edu
In this article we propose a strategy for the summarization of scientific articles that concentrates on the rhetorical status of statements in an article: Material for summaries is …
K Knight, D Marcu - Artificial Intelligence, 2002 - Elsevier
When humans produce summaries of documents, they do not simply extract sentences and concatenate them. Rather, they create new sentences that are grammatical, that cohere with …
A system that can produce informative summaries, highlighting common information found in many online documents, will help Web users to pinpoint information that they need without …
K Knight, D Marcu - AAAI/IAAI, 2000 - cdn.aaai.org
When humans produce summaries of documents, they do not simply extract sentences and concatenate them. Rather, they create new sentences that are grammatical, that cohere with …
J Clarke, M Lapata - Journal of Artificial Intelligence Research, 2008 - jair.org
Sentence compression holds promise for many applications ranging from summarization to subtitle generation. Our work views sentence compression as an optimization problem and …
Extractive summarization techniques cannot generate document summaries shorter than a single sentence, something that is often required. An ideal summarization system would …