README.md

metadata

title: News NER
emoji: 🌍
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: mit

News NER

NER uses "microsoft/deberta-base" that is fine-tuned using TensorFlow for token classification (NER) using this dataset.
The fine-tuning dataset contains annotated sentences.
During inference, the input text is split into sentences using Spacy and entities are identified in each sentence.

The notebook to fine-tune "microsoft/deberta-base" for NER can be found here.