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Towards Explainable Evaluation Metrics for Machine Translation

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dc.contributor.authorLeiter, Christoph
dc.contributor.authorLertvittayakumjorn, Piyawat
dc.contributor.authorFomicheva, Marina
dc.contributor.authorZhao, Wei
dc.contributor.authorGao, Yang
dc.contributor.authorEger, Steffen
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.date.accessioned2024-04-19T13:45:01Z
dc.date.available2024-04-19T13:45:01Z
dc.date.issued2024-03-01
dc.descriptionAcknowledgments and Disclosure of Funding Since November 2022 Christoph Leiter is financed by the BMBF project “Metrics4NLG”. Piyawat Lertvittayakumjorn had been financially supported by Anandamahidol Foundation, Thailand, from 2015-2021. He mainly contributed to this work only until September 2022 while affiliated with Imperial College London (before joining Google as a research scientist after that). Marina Fomicheva mainly contributed to this work until April 2022. Wei Zhao was supported by the Klaus Tschira Foundation and Young Marsilius Fellowship, Heidelberg, until December 2023. Yang Gao mainly contributed to this work before he joined Google Research in December 2021. Steffen Eger is financed by DFG Heisenberg grant EG 375/5–1 and by the BMBF propject “Metrics4NLG”.en
dc.description.statusPeer revieweden
dc.format.extent49
dc.format.extent757079
dc.identifier288971931
dc.identifiera54ab004-bb61-4d7e-bef4-df553cca7a40
dc.identifier.citationLeiter, C, Lertvittayakumjorn, P, Fomicheva, M, Zhao, W, Gao, Y & Eger, S 2024, 'Towards Explainable Evaluation Metrics for Machine Translation', Journal of Machine Learning Research, vol. 25, no. 75, pp. 1-49. < http://jmlr.org/papers/v25/22-0416.html >en
dc.identifier.iss75en
dc.identifier.issn1532-4435
dc.identifier.otherBibtex: JMLR:v25:22-0416
dc.identifier.urihttps://hdl.handle.net/2164/23302
dc.identifier.urlhttp://jmlr.org/papers/v25/22-0416.htmlen
dc.identifier.vol25en
dc.language.isoeng
dc.relation.ispartofJournal of Machine Learning Researchen
dc.subjectevaluation metricsen
dc.subjectexplainabilityen
dc.subjectinterpretabilityen
dc.subjectmachine translationen
dc.subjectmachine translation evaluationen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subject.lccQA75en
dc.titleTowards Explainable Evaluation Metrics for Machine Translationen
dc.typeJournal articleen

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