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The Effectiveness of Traditional and Open Relation Extraction for the Slot Filling Task at TAC 2011

机译:TAC 2011年传统与开放关系提取的传统与开放关系的有效性

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Our goal in this paper is to investigate the effectiveness of relation extraction techniques for the slot-filling task. We discuss two relation extraction systems. YRES follows the traditional paradigm in relation extraction, where a system takes advantage of available examples for each relation to be extracted. On the other hand, SONEX follows the open relation extraction paradigm, where the relations to be extracted are assumed to be unknown a priori. In particular, SONEX applies clustering techniques to identify relations in an unsupervised way. The results of our submissions show that the performances of the two systems are fairly similar.
机译:我们本文的目标是调查角度填充任务的关系提取技术的有效性。我们讨论了两个关系提取系统。 YRE在关系提取中的传统范式遵循,其中系统利用要提取的每个关系的可用示例。另一方面,Sonex遵循开放关系提取范例,其中假设要提取的关系是未知的先验。特别是,Sonex应用聚类技术以以无人监督的方式识别关系。我们的提交结果表明,这两个系统的性能相当相似。

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