Participation in TAC KBP 2017: Cold Start TEDL and Low-resource EDL

Participation in TAC KBP 2017: Cold Start TEDL and Low-resource EDL
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参加 TAC KBP 2017:冷启动 TEDL 和低资源 EDL

DOI:
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发表时间:
2017
期刊:
影响因子:
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通讯作者:
Cash Costello
Cash Costello
中科院分区:
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文献类型:
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作者:
Timothy W. Finin;Dawn J Lawrie;J. Mayfield;Paul McNamee;Cash Costello

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JHU HLTCOE参与了2017年文本分析会议知识库群体评估的冷启动和edl任务。在我们参与冷启动的第六年,我们继续研究开尔文系统。我们提交了实验变体,探索在英语和中文语言中使用链接到Freebase,并添加超出冷启动所需的关系。这是我们第三年参与三种语言的EDL,也是10种低资源语言的EDL试点的第一年。我们在冷启动和三语言任务中使用了kelvin,并为低资源EDL任务使用了一个新的自定义系统。
The JHU HLTCOE participated in the Cold Start and the edl tasks of the 2017 Text Analysis Conference Knowledge Base Population evaluation. For our sixth year of participation in Cold Start we continued our research with the kelvin system. We submitted experimental variants that explore use of linking to Freebase across English and Chinese languages and add relations beyond those required by Cold Start. This is our third year of participation in Tri-lingual EDL and first year for the EDL Pilot for 10 Low-resource Languages. We used kelvin in the Cold Start and Tri-lingual tasks and a new custom system for the Low-resource EDL task.