评估web上的文本重用发现

Stanford Chiu, Ibrahim Uysal, W. Bruce Croft
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引用次数: 11

摘要

文本重用检测旨在识别给定文本的重复、重新表述或部分重写。以往的一些研究主要集中在如何准确地确定局部语料库上的文本重用实例。然而,在web上查找文本重用的实际应用在很大程度上还没有经过测试。在这项工作中,我们1)基于先前提出的架构为web引入了一个新的文本重用搜索接口,2)评估了其可行性,3)研究了提高有效性和效率的技术。我们的结果表明,使用n-gram的穷举查询提交可以显著减少执行时间,而且准确性损失很小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating text reuse discovery on the web
Text reuse detection aims to identify duplicates, reformulations or partial rewrites of a given text. Some previous research has focused on determining text reuse instances accurately on local corpora. However, the practical usage of finding text reuse on the web has remained largely untested. In this work, we 1) introduce a novel text reuse searching interface for the web, based on a previously proposed architecture, 2) evaluate its feasibility, and 3) investigate techniques to improve both effectiveness and efficiency. Our results show that exhaustive query submission using n-grams can dramatically reduce the execution time with only small losses in accuracy.
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