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👍🏻 nlp

10 repositories

基于Tensorflow2.3开发的NER模型,都是CRF范式,包含Bilstm(IDCNN)-CRF、Bert-Bilstm(IDCNN)-CRF、Bert-CRF,可微调预训练模型,可对抗学习,用于命名实体识别,配置后可直接运行。

Python 426 75 Updated Dec 10, 2024

使用BERT-BiLSTM+CRF进行ner任务(pytorch_lightning版)

Python 45 6 Updated Dec 16, 2022

中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)

Python 2,211 537 Updated Jun 21, 2022

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Python 2,198 433 Updated Mar 11, 2023

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

Python 4,819 1,253 Updated Feb 24, 2021

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

Python 565 194 Updated Dec 7, 2018

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Python 1,814 452 Updated Apr 25, 2019

bert-base-chinese example

Jupyter Notebook 901 241 Updated Aug 7, 2023

A PyTorch-based toolkit for natural language processing

Python 158 26 Updated Mar 10, 2023

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

Python 2,337 936 Updated Apr 18, 2022
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