A survey of evaluation metrics used for NLG systems

AB Sai, AK Mohankumar, MM Khapra - ACM Computing Surveys (CSUR …, 2022 - dl.acm.org
In the last few years, a large number of automatic evaluation metrics have been proposed for
evaluating Natural Language Generation (NLG) systems. The rapid development and …

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 …

Automatic summarization

I Mani - 2001 - torrossa.com
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 …

[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 …

Summarizing scientific articles: experiments with relevance and rhetorical status

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 …

Summarization beyond sentence extraction: A probabilistic approach to sentence compression

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 …

Sentence fusion for multidocument news summarization

R Barzilay, KR McKeown - Computational Linguistics, 2005 - direct.mit.edu
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 …

[PDF][PDF] Statistics-based summarization-step one: Sentence compression

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 …

Global inference for sentence compression: An integer linear programming approach

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 …

[PDF][PDF] Headline generation based on statistical translation

M Banko, VO Mittal, MJ Witbrock - … of the 38th Annual Meeting of …, 2000 - aclanthology.org
Extractive summarization techniques cannot generate document summaries shorter than a
single sentence, something that is often required. An ideal summarization system would …