This project using BERT to finding Name Entity in NER dataset
Dowload Dataset
Dataset description:
This is a very clean dataset and is for anyone who wants to try his/her hand on the NER ( Named Entity recognition ) task of NLP.
Tags:
- ORGANIZATION - Georgia-Pacific Corp., WHO
- PERSON - Eddy Bonte, President Obama
- LOCATION - Murray River, Mount Everest
- DATE - June, 2008-06-29
- TIME - two fifty a m, 1:30 p.m.
- MONEY - 175 million Canadian Dollars, GBP 10.40
- PERCENT - twenty pct, 18.75 %
- FACILITY - Washington Monument, Stonehenge
- GPE - South East Asia, Midlothian
You just have to run ner_bert.ipynb