WO2020239061A9 - 基于文本的事件检测方法、装置、计算机设备及存储介质 - Google Patents

基于文本的事件检测方法、装置、计算机设备及存储介质 Download PDF

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WO2020239061A9
WO2020239061A9 PCT/CN2020/093189 CN2020093189W WO2020239061A9 WO 2020239061 A9 WO2020239061 A9 WO 2020239061A9 CN 2020093189 W CN2020093189 W CN 2020093189W WO 2020239061 A9 WO2020239061 A9 WO 2020239061A9
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data set
text
detection method
storage medium
event detection
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PCT/CN2020/093189
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French (fr)
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WO2020239061A1 (zh
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王晓智
刘知远
韩旭
孙茂松
李鹏
周杰
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腾讯科技（深圳）有限公司
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Publication of WO2020239061A1 publication Critical patent/WO2020239061A1/zh
Publication of WO2020239061A9 publication Critical patent/WO2020239061A9/zh
Priority to US17/367,130 priority Critical patent/US20210334665A1/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33—Querying
    • G06F16/3331—Query processing
    • G06F16/334—Query execution
    • G06F16/3346—Query execution using probabilistic model
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/047—Probabilistic or stochastic networks

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computational Linguistics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Databases & Information Systems (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Machine Translation (AREA)

Abstract

一种基于文本的事件检测方法，包括：获取分别包含事件实例的第一数据集和第二数据集，第一数据集中包含标准的事件实例，第二数据集中包含非标准的事件实例；通过第一数据集和第二数据集训练对抗网络，通过训练完成的对抗网络，获取第二数据集中的标准的事件实例。
PCT/CN2020/093189 2019-05-31 2020-05-29 基于文本的事件检测方法、装置、计算机设备及存储介质 WO2020239061A1 (zh)

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US17/367,130 US20210334665A1 (en) 2019-05-31 2021-07-02 Text-based event detection method and apparatus, computer device, and storage medium

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CN201910471605.1A CN110188172B (zh) 2019-05-31 2019-05-31 基于文本的事件检测方法、装置、计算机设备及存储介质
CN201910471605.1 2019-05-31

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Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110188172B (zh) * 2019-05-31 2022-10-28 清华大学 基于文本的事件检测方法、装置、计算机设备及存储介质
EP3767536A1 (en) * 2019-07-17 2021-01-20 Naver Corporation Latent code for unsupervised domain adaptation
CN112948535B (zh) * 2019-12-10 2022-06-14 复旦大学 一种文本的知识三元组抽取方法、装置及存储介质
CN111368056B (zh) * 2020-03-04 2023-09-29 北京香侬慧语科技有限责任公司 一种古诗词生成方法和装置
CN111597328B (zh) * 2020-05-27 2022-10-18 青岛大学 一种新事件主题提取方法
CN111813931B (zh) * 2020-06-16 2021-03-16 清华大学 事件检测模型的构建方法、装置、电子设备及存储介质
CN111694924B (zh) * 2020-06-17 2023-05-26 合肥中科类脑智能技术有限公司 一种事件抽取方法和系统
CN111767402B (zh) * 2020-07-03 2022-04-05 北京邮电大学 一种基于对抗学习的限定域事件检测方法
CN111883222B (zh) * 2020-09-28 2020-12-22 平安科技（深圳）有限公司 文本数据的错误检测方法、装置、终端设备及存储介质
CN112364945B (zh) * 2021-01-12 2021-04-16 之江实验室 一种基于域-不变特征的元-知识微调方法及平台
GB2608344A (en) 2021-01-12 2022-12-28 Zhejiang Lab Domain-invariant feature-based meta-knowledge fine-tuning method and platform
CN112862837B (zh) * 2021-01-27 2023-06-23 南京信息工程大学 一种基于卷积神经网络的图像处理方法和系统
CN113392213B (zh) * 2021-04-19 2024-05-31 合肥讯飞数码科技有限公司 事件抽取方法以及电子设备、存储装置
CN113326371B (zh) * 2021-04-30 2023-12-29 南京大学 一种融合预训练语言模型与抗噪声干扰远程监督信息的事件抽取方法
CN113724149B (zh) * 2021-07-20 2023-09-12 北京航空航天大学 一种弱监督的可见光遥感图像薄云去除方法
CN113987163B (zh) * 2021-09-27 2024-06-07 浙江大学 一种基于本体指导的终身事件抽取方法
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
CN114841162B (zh) * 2022-05-20 2024-01-05 中国电信股份有限公司 文本处理方法、装置、设备及介质
KR102655393B1 (ko) * 2022-08-17 2024-04-05 국방과학연구소 적대적 강인성을 위한 신경망모델의 학습방법 및 이를 위한 장치
CN115878761B (zh) * 2023-03-02 2023-05-09 湖南蚁坊软件股份有限公司 事件脉络生成方法、设备及介质
CN116029356B (zh) * 2023-03-24 2023-06-13 杭州景业智能科技股份有限公司 刀具监测模型训练方法、刀具状态监测方法及相关装置

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7024370B2 (en) * 2002-03-26 2006-04-04 P) Cis, Inc. Methods and apparatus for early detection of health-related events in a population
US20100122270A1 (en) * 2008-11-12 2010-05-13 Lin Yeejang James System And Method For Consolidating Events In A Real Time Monitoring System
US20130212156A1 (en) * 2012-02-15 2013-08-15 Qpr Software Oyj Processing event instance data in a client-server architecture
CN106557566B (zh) * 2016-11-18 2019-06-07 杭州费尔斯通科技有限公司 一种文本训练方法及装置
US10642846B2 (en) * 2017-10-13 2020-05-05 Microsoft Technology Licensing, Llc Using a generative adversarial network for query-keyword matching
CN109766432B (zh) * 2018-07-12 2021-03-30 中国科学院信息工程研究所 一种基于生成对抗网络的中文摘要生成方法和装置
CN109492764B (zh) * 2018-10-24 2024-07-26 平安科技（深圳）有限公司 生成式对抗网络的训练方法、相关设备及介质
CN110188172B (zh) * 2019-05-31 2022-10-28 清华大学 基于文本的事件检测方法、装置、计算机设备及存储介质

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