CN110222329B - 一种基于深度学习的中文分词方法和装置 - Google Patents
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
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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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
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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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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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
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Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
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CN201910322127.8A CN110222329B (zh) | 2019-04-22 | 2019-04-22 | 一种基于深度学习的中文分词方法和装置 |
SG11202111464WA SG11202111464WA (en) | 2019-04-22 | 2019-11-14 | Method, device, storage medium, and computing device for segmenting chinese word based on deep learning |
PCT/CN2019/118259 WO2020215694A1 (zh) | 2019-04-22 | 2019-11-14 | 一种基于深度学习的中文分词方法、装置、存储介质及计算机设备 |
JP2021563188A JP7178513B2 (ja) | 2019-04-22 | 2019-11-14 | ディープラーニングに基づく中国語単語分割方法、装置、記憶媒体及びコンピュータ機器 |
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CN201910322127.8A CN110222329B (zh) | 2019-04-22 | 2019-04-22 | 一种基于深度学习的中文分词方法和装置 |
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CN110222329A CN110222329A (zh) | 2019-09-10 |
CN110222329B true CN110222329B (zh) | 2023-11-24 |
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JP (1) | JP7178513B2 (ja) |
CN (1) | CN110222329B (ja) |
SG (1) | SG11202111464WA (ja) |
WO (1) | WO2020215694A1 (ja) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
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CN110222329B (zh) * | 2019-04-22 | 2023-11-24 | 平安科技(深圳)有限公司 | 一种基于深度学习的中文分词方法和装置 |
US10817665B1 (en) * | 2020-05-08 | 2020-10-27 | Coupang Corp. | Systems and methods for word segmentation based on a competing neural character language model |
CN112528648A (zh) * | 2020-12-10 | 2021-03-19 | 平安科技(深圳)有限公司 | 多音字发音的预测方法、装置、设备及存储介质 |
CN112884087A (zh) * | 2021-04-07 | 2021-06-01 | 山东大学 | 一种生物增强子及其类型的识别方法 |
CN113341919B (zh) * | 2021-05-31 | 2022-11-08 | 中国科学院重庆绿色智能技术研究院 | 一种基于时序数据长度优化的计算***故障预测方法 |
CN114863995B (zh) * | 2022-03-30 | 2024-05-07 | 安徽大学 | 一种基于双向门控循环神经网络的沉默子预测方法 |
Citations (4)
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CN104182423A (zh) * | 2013-05-27 | 2014-12-03 | 华东师范大学 | 一种基于条件随机场的中文人名自动识别方法 |
CN107977354A (zh) * | 2017-10-12 | 2018-05-01 | 北京知道未来信息技术有限公司 | 一种基于Bi-LSTM-CNN的混合语料分词方法 |
CN108268444A (zh) * | 2018-01-10 | 2018-07-10 | 南京邮电大学 | 一种基于双向lstm、cnn和crf的中文分词方法 |
CN109255119A (zh) * | 2018-07-18 | 2019-01-22 | 五邑大学 | 一种基于分词和命名实体识别的多任务深度神经网络的句子主干分析方法及*** |
Family Cites Families (9)
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WO2001071448A2 (en) * | 2000-03-20 | 2001-09-27 | Freeman Robert J | Natural-language processing system using a large corpus |
JP2008140117A (ja) | 2006-12-01 | 2008-06-19 | National Institute Of Information & Communication Technology | 中国語の文字シーケンスを中国語の単語シーケンスにセグメント化するための装置 |
CN103020034A (zh) | 2011-09-26 | 2013-04-03 | 北京大学 | 中文分词方法和装置 |
CN104268200A (zh) * | 2013-09-22 | 2015-01-07 | 中科嘉速(北京)并行软件有限公司 | 一种基于深度学习的非监督命名实体语义消歧方法 |
CN107291684B (zh) * | 2016-04-12 | 2021-02-09 | 华为技术有限公司 | 语言文本的分词方法和*** |
WO2018081089A1 (en) * | 2016-10-26 | 2018-05-03 | Deepmind Technologies Limited | Processing text sequences using neural networks |
CN108536679B (zh) * | 2018-04-13 | 2022-05-20 | 腾讯科技(成都)有限公司 | 命名实体识别方法、装置、设备及计算机可读存储介质 |
CN109086267B (zh) * | 2018-07-11 | 2022-07-26 | 南京邮电大学 | 一种基于深度学习的中文分词方法 |
CN110222329B (zh) * | 2019-04-22 | 2023-11-24 | 平安科技(深圳)有限公司 | 一种基于深度学习的中文分词方法和装置 |
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2019
- 2019-04-22 CN CN201910322127.8A patent/CN110222329B/zh active Active
- 2019-11-14 JP JP2021563188A patent/JP7178513B2/ja active Active
- 2019-11-14 WO PCT/CN2019/118259 patent/WO2020215694A1/zh active Application Filing
- 2019-11-14 SG SG11202111464WA patent/SG11202111464WA/en unknown
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104182423A (zh) * | 2013-05-27 | 2014-12-03 | 华东师范大学 | 一种基于条件随机场的中文人名自动识别方法 |
CN107977354A (zh) * | 2017-10-12 | 2018-05-01 | 北京知道未来信息技术有限公司 | 一种基于Bi-LSTM-CNN的混合语料分词方法 |
CN108268444A (zh) * | 2018-01-10 | 2018-07-10 | 南京邮电大学 | 一种基于双向lstm、cnn和crf的中文分词方法 |
CN109255119A (zh) * | 2018-07-18 | 2019-01-22 | 五邑大学 | 一种基于分词和命名实体识别的多任务深度神经网络的句子主干分析方法及*** |
Also Published As
Publication number | Publication date |
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WO2020215694A1 (zh) | 2020-10-29 |
CN110222329A (zh) | 2019-09-10 |
JP2022530447A (ja) | 2022-06-29 |
JP7178513B2 (ja) | 2022-11-25 |
SG11202111464WA (en) | 2021-11-29 |
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