Machine-Assisted Script Curation
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
| Published: |
2021
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| _version_ | 1866911705475317760 |
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| author | Ciosici, Manuel R. Cummings, Joseph DeHaven, Mitchell Hedges, Alex Kankanampati, Yash Lee, Dong-Ho Weischedel, Ralph Freedman, Marjorie |
| author_facet | Ciosici, Manuel R. Cummings, Joseph DeHaven, Mitchell Hedges, Alex Kankanampati, Yash Lee, Dong-Ho Weischedel, Ralph Freedman, Marjorie |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2101_05400 |
| institution | arXiv |
| publishDate | 2021 |
| record_format | arxiv |
| spellingShingle | Machine-Assisted Script Curation Ciosici, Manuel R. Cummings, Joseph DeHaven, Mitchell Hedges, Alex Kankanampati, Yash Lee, Dong-Ho Weischedel, Ralph Freedman, Marjorie Computation and Language Artificial Intelligence Machine Learning 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. |
| title | Machine-Assisted Script Curation |
| topic | Computation and Language Artificial Intelligence Machine Learning |
| url | https://arxiv.org/abs/2101.05400 |