Tools and Guidelines for Principled Machine Translation Development

Nora Aranberri; Eleftherios Avramidis; Aljoscha Burchardt; Ondrej Klejch; Martin Popel; Maja Popovi

Tools and Guidelines for Principled Machine Translation Development

Nora Aranberri, Eleftherios Avramidis, Aljoscha Burchardt, Ondrej Klejch, Martin Popel, Maja Popovi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This work addresses the need to aid Machine Translation (MT) development cycles with a complete workflow of MT evaluation methods. Our aim is to assess, compare and improve MT system variants. We hereby report on novel tools and practices that support various measures, developed in order to support a principled and informed approach of MT development. Our toolkit for automatic evaluation showcases quick and detailed comparison of MT system variants through automatic metrics and n-gram feedback, along with manual evaluation via edit-distance, error annotation and task-based feedback.

Original language	English
Title of host publication	Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)
Place of Publication	Portoroz, Slovenia
Publisher	European Language Resources Association (ELRA)
Pages	1877-1882
Number of pages	6
ISBN (Print)	978-2-9517408-9-1
Publication status	Published - 31 May 2016
Event	10th International Conference on Language Resources and Evaluation, LREC 2016 - Portoroz, Slovenia Duration: 23 May 2016 → 28 May 2016

Conference

Conference	10th International Conference on Language Resources and Evaluation, LREC 2016
Country	Slovenia
City	Portoroz
Period	23/05/16 → 28/05/16

Keywords

evaluation methodologies
machine translation
tools, systems, applications

Access to Document

Tools and Guidelines_ARANBERRI_DOA01022016_VOR_CC-BYFinal published version, 1.04 MBLicence: Creative Commons: Attribution (CC-BY)

https://www.aclweb.org/anthology/L16-1296Licence: Creative Commons: Attribution (CC-BY)

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Aranberri, Nora ; Avramidis, Eleftherios ; Burchardt, Aljoscha ; Klejch, Ondrej ; Popel, Martin ; Popovi, Maja. / Tools and Guidelines for Principled Machine Translation Development. Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16). Portoroz, Slovenia : European Language Resources Association (ELRA), 2016. pp. 1877-1882

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author = "Nora Aranberri and Eleftherios Avramidis and Aljoscha Burchardt and Ondrej Klejch and Martin Popel and Maja Popovi",

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Aranberri, N, Avramidis, E, Burchardt, A, Klejch, O, Popel, M & Popovi, M 2016, Tools and Guidelines for Principled Machine Translation Development. in Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16). European Language Resources Association (ELRA), Portoroz, Slovenia, pp. 1877-1882, 10th International Conference on Language Resources and Evaluation, LREC 2016, Portoroz, Slovenia, 23/05/16. <https://www.aclweb.org/anthology/L16-1296>

Tools and Guidelines for Principled Machine Translation Development. / Aranberri, Nora; Avramidis, Eleftherios; Burchardt, Aljoscha; Klejch, Ondrej; Popel, Martin; Popovi, Maja.

Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16). Portoroz, Slovenia : European Language Resources Association (ELRA), 2016. p. 1877-1882.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Popel, Martin

AU - Popovi, Maja

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KW - tools, systems, applications

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