The Parameter-optimized ATEC Metric for MT Evaluation

Billy T.M. Wong, Chunyu Kit

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Citations (Scopus)

Abstract

This paper describes the latest version of the ATEC metric for automatic MT evaluation, with parameters optimized for word choice and word order, the two fundamental features of language that the metric relies on. The former is assessed by matching at various linguistic levels and weighting the informativeness of both matched and unmatched words. The latter is quantified in term of word position and information flow. We also discuss those aspects of language not yet covered by other existing evaluation metrics but carefully considered in the formulation of our metric.

Original languageEnglish
Title of host publicationACL 2010 - Joint 5th Workshop on Statistical Machine Translation and MetricsMATR, WMT 2010, Proceedings of the Workshop
Pages360-364
Number of pages5
ISBN (Electronic)9781932432718
Publication statusPublished - 2010
EventJoint 5th Workshop on Statistical Machine Translation and MetricsMATR, WMT 2010 at the 48th Conference of the Association for Computational Linguistics, ACL 2010 - Uppsala, Sweden
Duration: 15 Jul 201016 Jul 2010

Publication series

NameProceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN (Print)0736-587X

Conference

ConferenceJoint 5th Workshop on Statistical Machine Translation and MetricsMATR, WMT 2010 at the 48th Conference of the Association for Computational Linguistics, ACL 2010
Country/TerritorySweden
CityUppsala
Period15/07/1016/07/10

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