CN113468333B - 一种融合层次类别信息的事件检测方法与系统 - Google Patents
一种融合层次类别信息的事件检测方法与系统 Download PDFInfo
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CN114266258B (zh) * | 2021-12-30 | 2023-06-23 | 北京百度网讯科技有限公司 | 一种语义关系提取方法、装置、电子设备及存储介质 |
CN114462418B (zh) * | 2021-12-31 | 2023-04-07 | 粤港澳大湾区数字经济研究院(福田) | 事件检测方法、系统、智能终端及计算机可读存储介质 |
CN115763167B (zh) * | 2022-11-22 | 2023-09-22 | 黄华集团有限公司 | 固体柜断路器及其控制方法 |
CN116701576B (zh) * | 2023-08-04 | 2023-10-10 | 华东交通大学 | 无触发词的事件检测方法和系统 |
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Publication number | Priority date | Publication date | Assignee | Title |
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CN101174273A (zh) * | 2007-12-04 | 2008-05-07 | 清华大学 | 基于元数据分析的新闻事件检测方法 |
CN112446216A (zh) * | 2021-02-01 | 2021-03-05 | 华东交通大学 | 一种融合中心词信息的嵌套命名实体识别方法与装置 |
CN113239142A (zh) * | 2021-04-26 | 2021-08-10 | 昆明理工大学 | 融合句法信息的无触发词事件检测方法 |
CN113282714A (zh) * | 2021-06-29 | 2021-08-20 | 中国人民解放军国防科技大学 | 一种基于区分性词向量表示的事件检测方法 |
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CN103544255B (zh) * | 2013-10-15 | 2017-01-11 | 常州大学 | 基于文本语义相关的网络舆情信息分析方法 |
US11216724B2 (en) * | 2017-12-07 | 2022-01-04 | Intel Corporation | Acoustic event detection based on modelling of sequence of event subparts |
CN111859935B (zh) * | 2020-07-03 | 2022-09-20 | 大连理工大学 | 基于文献的癌症相关生物医学事件数据库构建方法 |
CN112241457A (zh) * | 2020-09-22 | 2021-01-19 | 同济大学 | 一种融合扩展特征的事理知识图谱事件检测方法 |
CN113157859B (zh) * | 2021-04-06 | 2023-04-18 | 北京理工大学 | 一种基于上位概念信息的事件检测方法 |
CN113221539B (zh) * | 2021-07-08 | 2021-09-24 | 华东交通大学 | 一种集成句法信息的嵌套命名实体识别方法与系统 |
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Publication number | Priority date | Publication date | Assignee | Title |
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CN101174273A (zh) * | 2007-12-04 | 2008-05-07 | 清华大学 | 基于元数据分析的新闻事件检测方法 |
CN112446216A (zh) * | 2021-02-01 | 2021-03-05 | 华东交通大学 | 一种融合中心词信息的嵌套命名实体识别方法与装置 |
CN113239142A (zh) * | 2021-04-26 | 2021-08-10 | 昆明理工大学 | 融合句法信息的无触发词事件检测方法 |
CN113282714A (zh) * | 2021-06-29 | 2021-08-20 | 中国人民解放军国防科技大学 | 一种基于区分性词向量表示的事件检测方法 |
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