🏆 #898 overall#56 of 267 in Named Entity Recognition

kaiyinzhou /BERT-NER

Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).

$ git clone https://github.com/kaiyinzhou/BERT-NER.git
GitHub social preview for kaiyinzhou/BERT-NER
Stars
1.3K
1,277
Forks
324
324
Language
Python
License
MIT
Created
Nov 7, 2018
7.9 years old
Last push
May 19, 2022

Categories

GitHub topics

More in Named Entity Recognition

Named Entity Recognition

guillaumegenthial/tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

PythonApache-2.0updated Dec 18, 2018
GitHub ↗★ 924⑂ 271
Named Entity Recognition

yongzhuo/Macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

⛏️ Information Extraction🗂️ Text Classification
PythonMITupdated Mar 24, 2023
GitHub ↗★ 324⑂ 38
Named Entity Recognition

charles9n/bert-sklearn

a sklearn wrapper for Google's BERT model

🤖 Language Models🧠 Natural Language Processing
Jupyter NotebookApache-2.0updated Oct 26, 2022
GitHub ↗★ 302⑂ 70
Named Entity Recognition

macanv/BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Pythonno licenseupdated Feb 24, 2021
GitHub ↗★ 4.9K⑂ 1.2K

Data from GitHub · snapshot Sep 24, 2026