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    <titleInfo>
        <title>JHUBC’s Submission to LT4HALA EvaLatin 2020</title>
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    <name type="personal">
        <namePart type="given">Winston</namePart>
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            <title>Proceedings of LT4HALA 2020 - 1st Workshop on Language Technologies for Historical and Ancient Languages</title>
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        <name type="personal">
            <namePart type="given">Rachele</namePart>
            <namePart type="family">Sprugnoli</namePart>
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            <namePart type="given">Marco</namePart>
            <namePart type="family">Passarotti</namePart>
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            <publisher>European Language Resources Association (ELRA)</publisher>
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    <abstract>We describe the JHUBC submission to the EvaLatin Shared task on lemmatization and part-of-speech tagging for Latin. We modify a hard-attentional character-based encoder-decoder to produce lemmas and POS tags with separate decoders, and to incorporate contextual tagging cues. While our results show that the dual decoder approach fails to encode data as successfully as the single encoder, our simple context incorporation method does lead to modest improvements.</abstract>
    <identifier type="citekey">wu-nicolai-2020-jhubcs</identifier>
    <location>
        <url>https://aclanthology.org/2020.lt4hala-1.18</url>
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%0 Conference Proceedings
%T JHUBC’s Submission to LT4HALA EvaLatin 2020
%A Wu, Winston
%A Nicolai, Garrett
%Y Sprugnoli, Rachele
%Y Passarotti, Marco
%S Proceedings of LT4HALA 2020 - 1st Workshop on Language Technologies for Historical and Ancient Languages
%D 2020
%8 May
%I European Language Resources Association (ELRA)
%C Marseille, France
%@ 979-10-95546-53-5
%G English
%F wu-nicolai-2020-jhubcs
%X We describe the JHUBC submission to the EvaLatin Shared task on lemmatization and part-of-speech tagging for Latin. We modify a hard-attentional character-based encoder-decoder to produce lemmas and POS tags with separate decoders, and to incorporate contextual tagging cues. While our results show that the dual decoder approach fails to encode data as successfully as the single encoder, our simple context incorporation method does lead to modest improvements.
%U https://aclanthology.org/2020.lt4hala-1.18
%P 114-118

Markdown (Informal)

[JHUBC’s Submission to LT4HALA EvaLatin 2020](https://aclanthology.org/2020.lt4hala-1.18) (Wu & Nicolai, LT4HALA 2020)

• JHUBC’s Submission to LT4HALA EvaLatin 2020 (Wu & Nicolai, LT4HALA 2020)

ACL

• Winston Wu and Garrett Nicolai. 2020. JHUBC’s Submission to LT4HALA EvaLatin 2020. In Proceedings of LT4HALA 2020 - 1st Workshop on Language Technologies for Historical and Ancient Languages, pages 114–118, Marseille, France. European Language Resources Association (ELRA).