@inproceedings{wu-nicolai-2020-jhubcs,
    title = "{JHUBC}{'}s Submission to {LT}4{HALA} {E}va{L}atin 2020",
    author = "Wu, Winston  and
      Nicolai, Garrett",
    editor = "Sprugnoli, Rachele  and
      Passarotti, Marco",
    booktitle = "Proceedings of LT4HALA 2020 - 1st Workshop on Language Technologies for Historical and Ancient Languages",
    month = may,
    year = "2020",
    address = "Marseille, France",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://preview.aclanthology.org/fix-sig-urls/2020.lt4hala-1.18/",
    pages = "114--118",
    language = "eng",
    ISBN = "979-10-95546-53-5",
    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."
}