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arXiv 2101.05400cs.CLcs.AIcs.LG

机器辅助脚本编纂

Machine-Assisted Script Curation

Information Sciences Institute, University of Southern California(信息科学研究所,南加州大学)

Manuel R. Ciosici, Joseph Cummings, Mitchell DeHaven, Alex Hedges, Yash Kankanampati, Dong-Ho Lee, Ralph Weischedel, Marjorie Freedman

AI总结:

提出MASC系统,通过自动化建议事件类型、链接维基数据和提醒遗漏子事件,实现人机协作脚本创作。

摘要:

我们描述了机器辅助脚本编纂器(MASC),一个用于人机协作脚本创作的系统。使用MASC生成的脚本包括:(1)构成更大复杂事件的子事件的英文描述;(2)每个事件的类型;(3)预期参与多个子事件的实体记录;(4)子事件之间的时间顺序。MASC通过提供事件类型建议、维基数据链接以及可能被遗忘的子事件,自动化了脚本创作过程的部分环节。我们通过几个案例研究脚本展示了这些自动化功能对脚本作者的实用性。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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