• 命名实体识别
  • 前言
  • NER简介
  • Reference

命名实体识别

前言

这篇文章的目的是对命名实体识别领域进行较为全面的综述，包括数据集，评估指标，传统模型，前沿模型，发展方向，个人思考等几大块，目的是为初学者提供一个较为前沿且易懂的学习文章。本文篇幅较长，请耐心阅读，别放在收藏内吃灰哦。

NER简介

Reference

[1] A Survey on Deep Learning for Named Entity Recognition

[2] CLUENER2020: FINE-GRAINED NAMED ENTITY RECOGNITION DATASET AND BENCHMARK FOR CHINESE — 一个2020年最新的中文命名实体识别数据集

[3] LTP: A New Active Learning Strategy for Bert-CRF Based Named Entity Recognition

[4] Few-Shot Named Entity Recognition: A Comprehensive Study

[5] FLAT- Chinese NER Using Flat-Lattice Transformer

[6] Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition

[7] Lex-BERT- Enhancing BERT based NER with lexicons