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All Projects → zhang17173 → Event Extraction

zhang17173 / Event Extraction

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

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deep-learningnlpword2vec

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基于法律裁判文书的事件抽取及其应用

简介

针对交通肇事案件的裁判文书进行事件要素抽取，并在此基础上加入判决结果预测、案件相似度匹配等应用场景。

  • 数据来源：OpenLaw

  • 分词：基于pkuseg

  • 词性标注：基于哈工大LTP/pkuseg

  • 命名实体识别：基于BiLSTM-CRF

  • 应用部分：包括判决结果的预测、案件相似度的比较等

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