README.md

metadata

language:
  - en
widget:
  - text: My name is Clara and I live in Berkeley, California.
datasets:
  - conll2003
  - wnut_17
  - jnlpba
  - conll2012
  - BTC
tags:
  - PyTorch

BERT base uncased model pre-trained on 5 NER datasets

Model was trained by SberIDP

• Task: NER
• Training Data is 5 datasets: CoNLL-2003, WNUT17, JNLPBA, CoNLL-2012 (OntoNotes), BTC

The model is described in this article.

It is pretrained for NER task using Reptile and can be finetuned for new entities with only a small amount of samples.