metadata

language:
  - en
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: 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(https://openai.com/blog/reptile/) and can be finetuned for new entities with only a small amount of samples.