dswah / address-ner-de

license	datasets	language	metrics	library_name	pipeline_tag
apache-2.0	oscar-corpus/OSCAR-2301	de	f1	transformers	token-classification

address-ner

Address NER for Legal German Text

Installation

pip install . or pip install -e . for an editable installation

You will need an globally accessible DVC installation.
You can install DVC as a binary with pipx by doing:

pip install pipx
pipx install dvc[s3]

Running the project

This whole project is versioned as a DVC pipeline: from gathering external data, cleaning it, and training a model.
You can reproduce the entire pipeline by doing
dvc repro

Running Specific Stages of the Pipeline

You can check the pipeline stages by doing dvc dag

or by looking inside dvc.yaml.