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Applying Anaphora Resolution to Question Answering and Information Retrieval Systems

机译:回指解析在问答和信息检索系统中的应用

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摘要

Information Retrieval (IR) and Question Answering (QA) systems currently ignore information referred anaphorically in documents. Nevertheless, these references hide important information whose analysis can contribute to improve both IR and QA systems performance. The main aim of this paper is to analyze benefits of solving pronominal anaphora for IR and QA tasks. A complete system has been developed for evaluating the effects of applying this technique. Evaluation demonstrates that performance improvements are obtained in both tasks when pronominal references are solved.
机译:信息检索(IR)和问答(QA)系统当前忽略文档中隐喻引用的信息。但是,这些参考文献掩盖了重要信息,其重要信息可以帮助改善IR和QA系统性能。本文的主要目的是分析解决代词照应对IR和QA任务的好处。已经开发了一个完整的系统来评估应用此技术的效果。评估表明,解决代名词引用后,两项任务的性能均得到改善。

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