CN110851566B - 一种应用于命名实体识别的可微分网络结构搜索的方法 - Google Patents
一种应用于命名实体识别的可微分网络结构搜索的方法 Download PDFInfo
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CN111651989B (zh) * | 2020-04-13 | 2024-04-02 | 上海明略人工智能(集团)有限公司 | 命名实体识别方法和装置、存储介质及电子装置 |
CN111666763A (zh) * | 2020-05-28 | 2020-09-15 | 平安科技(深圳)有限公司 | 用于多任务场景的网络结构构建方法和装置 |
CN111860495B (zh) * | 2020-06-19 | 2022-05-17 | 上海交通大学 | 一种层级化网络结构搜索方法、设备及可读存储介质 |
CN112270194B (zh) * | 2020-11-03 | 2023-07-18 | 沈阳雅译网络技术有限公司 | 一种基于梯度神经网络结构搜索的命名实体识别方法 |
CN112801264B (zh) * | 2020-11-13 | 2023-06-13 | 中国科学院计算技术研究所 | 一种动态可微分的空间架构搜索方法与系统 |
CN113094504A (zh) * | 2021-03-24 | 2021-07-09 | 北京邮电大学 | 基于自动机器学习的自适应文本分类方法及装置 |
CN113033784A (zh) * | 2021-04-18 | 2021-06-25 | 沈阳雅译网络技术有限公司 | 一种针对cpu和gpu设备搜索神经网络结构的方法 |
CN113111668A (zh) * | 2021-04-18 | 2021-07-13 | 沈阳雅译网络技术有限公司 | 一种用于翻译任务的语言建模系统结构搜索方法 |
CN113361575B (zh) * | 2021-05-28 | 2023-10-20 | 北京百度网讯科技有限公司 | 模型训练方法、装置和电子设备 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109919299A (zh) * | 2019-02-19 | 2019-06-21 | 西安交通大学 | 一种基于元学习器逐步梯度校正的元学习算法 |
CN109978142A (zh) * | 2019-03-29 | 2019-07-05 | 腾讯科技(深圳)有限公司 | 神经网络模型的压缩方法和装置 |
CN110020667A (zh) * | 2019-02-21 | 2019-07-16 | 广州视源电子科技股份有限公司 | 神经网络结构的搜索方法、系统、存储介质以及设备 |
DE202019102260U1 (de) * | 2019-04-18 | 2019-07-31 | Albert-Ludwigs-Universität Freiburg | Vorrichtung zum Erstellen eines neuronalen Netzes |
CN110175671A (zh) * | 2019-04-28 | 2019-08-27 | 华为技术有限公司 | 神经网络的构建方法、图像处理方法及装置 |
-
2019
- 2019-11-04 CN CN201911067765.6A patent/CN110851566B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109919299A (zh) * | 2019-02-19 | 2019-06-21 | 西安交通大学 | 一种基于元学习器逐步梯度校正的元学习算法 |
CN110020667A (zh) * | 2019-02-21 | 2019-07-16 | 广州视源电子科技股份有限公司 | 神经网络结构的搜索方法、系统、存储介质以及设备 |
CN109978142A (zh) * | 2019-03-29 | 2019-07-05 | 腾讯科技(深圳)有限公司 | 神经网络模型的压缩方法和装置 |
DE202019102260U1 (de) * | 2019-04-18 | 2019-07-31 | Albert-Ludwigs-Universität Freiburg | Vorrichtung zum Erstellen eines neuronalen Netzes |
CN110175671A (zh) * | 2019-04-28 | 2019-08-27 | 华为技术有限公司 | 神经网络的构建方法、图像处理方法及装置 |
Non-Patent Citations (2)
Title |
---|
DARTS:Differentiable Architecture Search;Hanxiao Liu;《Cornell University export.arVix.org>cs>Machine learning》;20180624;全文 * |
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search;Wu, Bichen,etc;《2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)》;20190620;全文 * |
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