arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1708.00481cs.CLcs.IR
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一个轻量级的交互式实体填充前端工具

A Lightweight Front-end Tool for Interactive Entity Population

Recruit Institute of Technology(瑞可利技术研究所)

Hidekazu Oiwa, Yoshihiko Suhara, Jiyu Komiya, Andrei Lopatenko

摘要:

实体填充是收集属于特定类别的实体的任务,已经引起了垂直领域的关注。在垂直领域中创建实体词典的需求仍然很高,这些领域没有被现有的知识库所覆盖。我们开发了一个轻量级的前端工具,以促进交互式实体人口。我们实现了有效交互式实体填充所需的关键组件:1)基于GUI的仪表板,以快速修改实体字典,以及2)在文档上突出显示实体,以快速查看当前进度。我们的目标是从始至终降低用户成本,包括软件包安装和维护。该实现使用户能够在其Web浏览器上使用此工具,而无需任何额外的软件包-用户可以专注于创建实体字典的任务。此外,实体扩展模块被实现为外部API。这种设计使得不断改进交互式实体填充管道变得容易。我们正在公开我们的演示(http://bit.ly/luwak-demo)。

英文摘要:

Entity population, a task of collecting entities that belong to a particular category, has attracted attention from vertical domains. There is still a high demand for creating entity dictionaries in vertical domains, which are not covered by existing knowledge bases. We develop a lightweight front-end tool for facilitating interactive entity population. We implement key components necessary for effective interactive entity population: 1) GUI-based dashboards to quickly modify an entity dictionary, and 2) entity highlighting on documents for quickly viewing the current progress. We aim to reduce user cost from beginning to end, including package installation and maintenance. The implementation enables users to use this tool on their web browsers without any additional packages --- users can focus on their missions to create entity dictionaries. Moreover, an entity expansion module is implemented as external APIs. This design makes it easy to continuously improve interactive entity population pipelines. We are making our demo publicly available (http://bit.ly/luwak-demo).

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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