@inproceedings{stein-etal-2023-sentence,
    title = "From Sentence to Action: Splitting {AMR} Graphs for Recipe Instructions",
    author = "Stein, Katharina  and
      Donatelli, Lucia  and
      Koller, Alexander",
    editor = "Bonn, Julia  and
      Xue, Nianwen",
    booktitle = "Proceedings of the Fourth International Workshop on Designing Meaning Representations",
    month = jun,
    year = "2023",
    address = "Nancy, France",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-sig-urls/2023.dmr-1.6/",
    pages = "52--67",
    abstract = "Accurately interpreting the relationships between actions in a recipe text is essential to successful recipe completion. We explore using Abstract Meaning Representation (AMR) to represent recipe instructions, abstracting away from syntax and sentence structure that may order recipe actions in arbitrary ways. We present an algorithm to split sentence-level AMRs into action-level AMRs for individual cooking steps. Our approach provides an automatic way to derive fine-grained AMR representations of actions in cooking recipes and can be a useful tool for downstream, instructional tasks."
}