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具有深度学习模型的命名实体识别

[英]Named entity recognition with deep Learning model

原文 2021-06-28 21:00:58 4 1 deep-learning/ nlp

How to use named entity recognition using Deep Learning?如何使用深度学习使用命名实体识别？ I want to build a model using DL for named entity recognition.我想使用 DL 构建一个模型来识别命名实体。

1 个解决方案

There are many pre-trained models/library for Named Entity Recognition(NER), you can use HuggingFace pre-traied modes, SpaCy and NLTK for the same.命名实体识别（NER）有许多预训练模型/库，您可以使用 HuggingFace 预训练模式、SpaCy 和 NLTK。

If you want to go deep dive and train a Deep Learning model from scratch, you shall explore about BERT.如果您想深入研究并从头开始训练深度学习模型，您应该探索 BERT。 Also, I would recommend to go through Kaggle notebooks about Named Entity Recognition.另外，我建议阅读有关命名实体识别的 Kaggle 笔记本。

复杂模式识别的深度学习模型 - Deep Learning Model for Complicated Pattern REcognition

使用深度学习进行人脸识别 - Face recognition using deep learning

深度学习以进行形状定位和识别 - deep learning for shape localization and recognition

深度学习 CNN model 不学习 - Deep learning CNN model not learning

基于深度学习的人脸识别（连体架构） - Face Recognition based on Deep Learning (Siamese Architecture)

通过深度学习对“游戏场景”进行图像识别 - Image recognition of “Game Scenario” with deep learning

深度学习用于服装和鞋子的模式识别 - Deep learning for pattern recognition for clothes and shoes

自然场景数字识别的深度学习解决方案 - Deep Learning solution for digit recognition on natural scene

Runnig DeepPavlov命名实体识别 - Runnig DeepPavlov Named Entity Recognition

命名实体识别的数据预处理？ - Data preprocessing for Named Entity Recognition?

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相关问题 复杂模式识别的深度学习模型 - Deep Learning Model for Complicated Pattern REcognition 使用深度学习进行人脸识别 - Face recognition using deep learning 深度学习以进行形状定位和识别 - deep learning for shape localization and recognition 深度学习 CNN model 不学习 - Deep learning CNN model not learning 基于深度学习的人脸识别（连体架构） - Face Recognition based on Deep Learning (Siamese Architecture) 通过深度学习对“游戏场景”进行图像识别 - Image recognition of “Game Scenario” with deep learning 深度学习用于服装和鞋子的模式识别 - Deep learning for pattern recognition for clothes and shoes 自然场景数字识别的深度学习解决方案 - Deep Learning solution for digit recognition on natural scene Runnig DeepPavlov命名实体识别 - Runnig DeepPavlov Named Entity Recognition 命名实体识别的数据预处理？ - Data preprocessing for Named Entity Recognition?

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