English

Machine-Assisted Script Curation

Computation and Language 2026-05-25 v2 Artificial Intelligence Machine Learning

Abstract

We describe Machine-Aided Script Curator (MASC), a system for human-machine collaborative script authoring. Scripts produced with MASC include (1) English descriptions of sub-events that comprise a larger, complex event; (2) event types for each of those events; (3) a record of entities expected to participate in multiple sub-events; and (4) temporal sequencing between the sub-events. MASC automates portions of the script creation process with suggestions for event types, links to Wikidata, and sub-events that may have been forgotten. We illustrate how these automations are useful to the script writer with a few case-study scripts.

Cite

@article{arxiv.2101.05400,
  title  = {Machine-Assisted Script Curation},
  author = {Manuel R. Ciosici and Joseph Cummings and Mitchell DeHaven and Alex Hedges and Yash Kankanampati and Dong-Ho Lee and Ralph Weischedel and Marjorie Freedman},
  journal= {arXiv preprint arXiv:2101.05400},
  year   = {2026}
}

Comments

Identical to the NAACL 2021 Demo version

R2 v1 2026-06-23T22:08:52.698Z