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» ParaMetric: An Automatic Evaluation Metric for Paraphrasing
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COLING
2008
14 years 9 days ago
ParaMetric: An Automatic Evaluation Metric for Paraphrasing
We present ParaMetric, an automatic evaluation metric for data-driven approaches to paraphrasing. ParaMetric provides an objective measure of quality using a collection of multipl...
Chris Callison-Burch, Trevor Cohn, Mirella Lapata
EMNLP
2010
13 years 8 months ago
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts
We present PEM, the first fully automatic metric to evaluate the quality of paraphrases, and consequently, that of paraphrase generation systems. Our metric is based on three crit...
Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
FLAIRS
2007
14 years 1 months ago
Learning Paraphrases from WNS Corpora
Paraphrase detection can be seen as the task of aligning sentences that convey the same information but yet are written in different forms. Such resources are important to automat...
João Cordeiro, Gaël Dias, Pavel Brazdi...
CICLING
2005
Springer
14 years 24 days ago
Evaluating Evaluation Methods for Generation in the Presence of Variation
Recent years have seen increasing interest in automatic metrics for the evaluation of generation systems. When a system can generate syntactic variation, automatic evaluation becom...
Amanda Stent, Matthew Marge, Mohit Singhai
EMNLP
2006
14 years 7 days ago
Re-evaluating Machine Translation Results with Paraphrase Support
In this paper, we present ParaEval, an automatic evaluation framework that uses paraphrases to improve the quality of machine translation evaluations. Previous work has focused on...
Liang Zhou, Chin-Yew Lin, Eduard H. Hovy