@inproceedings{kyle-sung-2023-argument,
    title = "An Argument Structure Construction Treebank",
    author = "Kyle, Kristopher  and
      Sung, Hakyung",
    editor = "Bonial, Claire  and
      Tayyar Madabushi, Harish",
    booktitle = "Proceedings of the First International Workshop on Construction Grammars and NLP (CxGs+NLP, GURT/SyntaxFest 2023)",
    month = mar,
    year = "2023",
    address = "Washington, D.C.",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/jlcl-multiple-ingestion/2023.cxgsnlp-1.7/",
    pages = "51--62",
    abstract = "In this paper we introduce a freely available treebank that includes argument structure construction (ASC) annotation. We then use the treebank to train probabilistic annotation models that rely on verb lemmas and/ or syntactic frames. We also use the treebank data to train a highly accurate transformer-based annotation model (F1 = 91.8{\%}). Future directions for the development of the treebank and annotation models are discussed."
}