Automatic reference-based evaluation of pronoun translation misses the point

Liane Guillou; Christian Hardmeier

doi:10.18653/v1/D18-1513

Automatic reference-based evaluation of pronoun translation misses the point

Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

Abstract

We compare the performance of the APT and AutoPRF metrics for pronoun translation against a manually annotated dataset comprising human judgements as to the correctness of translations of the PROTEST test suite. Although there is some correlation with the human judgements, a range of issues limit the performance of the automated metrics. Instead, we recommend the use of semiautomatic metrics and test suites in place of fully automatic metrics.

Originalsprog	Engelsk
Titel	Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018
Publikationsdato	2018
ISBN (Trykt)	9781948087841
DOI	https://doi.org/10.18653/v1/D18-1513
Status	Udgivet - 2018
Udgivet eksternt	Ja

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10.18653/v1/D18-1513

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M3 - Article in proceedings

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ER -

Automatic reference-based evaluation of pronoun translation misses the point

Abstract

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