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        <title>AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task</title>
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            <title>Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology</title>
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            <namePart type="given">Garrett</namePart>
            <namePart type="family">Nicolai</namePart>
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            <namePart type="given">Ryan</namePart>
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    <abstract>This paper describes the AX Semantics’ submission to the SIGMORPHON 2019 shared task on morphological reinflection. We implemented two systems, both tackling the task for all languages in one codebase, without any underlying language specific features. The first one is an encoder-decoder model using AllenNLP; the second system uses the same model modified by a custom trainer that trains only with the target language resources after a specific threshold. We especially focused on building an implementation using AllenNLP with out-of-the-box methods to facilitate easy operation and reuse.</abstract>
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%0 Conference Proceedings
%T AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task
%A Madsack, Andreas
%A Weißgraeber, Robert
%Y Nicolai, Garrett
%Y Cotterell, Ryan
%S Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology
%D 2019
%8 August
%I Association for Computational Linguistics
%C Florence, Italy
%F madsack-weissgraeber-2019-ax
%X This paper describes the AX Semantics’ submission to the SIGMORPHON 2019 shared task on morphological reinflection. We implemented two systems, both tackling the task for all languages in one codebase, without any underlying language specific features. The first one is an encoder-decoder model using AllenNLP; the second system uses the same model modified by a custom trainer that trains only with the target language resources after a specific threshold. We especially focused on building an implementation using AllenNLP with out-of-the-box methods to facilitate easy operation and reuse.
%R 10.18653/v1/W19-4201
%U https://aclanthology.org/W19-4201
%U https://doi.org/10.18653/v1/W19-4201
%P 1-5

Markdown (Informal)

[AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task](https://aclanthology.org/W19-4201) (Madsack & Weißgraeber, ACL 2019)

• AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task (Madsack & Weißgraeber, ACL 2019)

ACL

• Andreas Madsack and Robert Weißgraeber. 2019. AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task. In Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology, pages 1–5, Florence, Italy. Association for Computational Linguistics.