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A Just-In-Time Keyword Extraction from Meeting Transcripts

机译:从会议记录中及时提取关键词

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摘要

In a meeting, it is often desirable to extract keywords from each utterance as soon as it is spoken. Thus, this paper proposes a just-in-time keyword extraction from meeting transcripts. The proposed method considers two major factors that make it different from keyword extraction from normal texts. The first factor is the temporal history of preceding utterances that grants higher importance to recent utterances than old ones, and the second is topic relevance that forces only the preceding utterances relevant to the current utterance to be considered in keyword extraction. Our experiments on two data sets in English and Korean show that the consideration of the factors results in performance improvement in keyword extraction from meeting transcripts.
机译:在会议中,经常需要在每次讲话后立即从每个讲话中提取关键字。因此,本文提出了一种从会议笔录中及时提取关键词的方法。该方法考虑了两个主要因素,使其与从普通文本中提取关键词有所不同。第一个因素是先前话语的时间历史,其对新话语的重视程度要高于旧话语,而第二个因素是主题相关性,即在关键词提取中仅考虑与当前话语有关的先前话语。我们对英文和韩文两个数据集进行的实验表明,考虑这些因素可提高从会议记录中提取关键词的性能。

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