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README.md

sbb-ner-demo example

Preprocessing of NER ground-truth:

compile_conll

Read CONLL 2003 ner ground truth files from directory and write the outcome of the data parsing to some pandas DataFrame that is stored as pickle.

Usage

compile_conll --help

compile_germ_eval

Read germ eval .tsv files from directory and write the outcome of the data parsing to some pandas DataFrame that is stored as pickle.

Usage

compile_germ_eval --help

compile_europeana_historic

Read europeana historic ner ground truth .bio files from directory and write the outcome of the data parsing to some pandas DataFrame that is stored as pickle.

Usage

compile_europeana_historic --help

compile_wikiner

Read wikiner files from directory and write the outcome of the data parsing to some pandas DataFrame that is stored as pickle.

Usage

compile_wikiner --help

Train BERT - NER model:

bert-ner

Perform BERT for NER supervised training and test/cross-validation.

Usage

bert-ner --help