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event-extraction's Introduction

针对法律裁判文书的案情抽取及其应用

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:主要基于pkuseg

  • 词性标注:基于哈工大LTP/pkuseg

  • 命名实体识别:基于BiLSTM-CRF,涉及到的实体包括人名、地名、车辆信息、各类犯罪情节、判决结果等

  • 应用部分:包括判决结果的预测、案件相似度的对比等


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event-extraction's Issues

关于test5_noises.csv

冒昧请问一下test5_noises.csv数据在哪里生成,另外我打算做基于结构化事件知识的事件推理。例如判决结果预测等等,请问您这边有什么好的思路推荐码?

test5_noises.csv 在哪

我在项目里面找不到test5_noises.csv但是06判决结果预测进行结果分析的时候要这个文件,求解

关于模型评估

请问您一下,咱们这个模型在应用的第二个部分-案件处理结果预测这一方面,后续有没有设计评估代码的计划嘞。或者想请问您可以使用哪些指标或者方法对于模型预测的结果进行预测。

06判决结果预测,如何训练

你好。在06判决结果预测中,训练数据train6.csv中,文件内容如下。

请问分别代表什么含义:

80,8,20,-45,-15,0,1

谢谢!!

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