Bootstrapping Multilingual Metadata Extraction
A Showcase in Cyrillic

Source code and evaluation details for the SDP 2021 paper “Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic.”

Contents

• directory data_set
  • code for data filtering
  • code for data set building
  • code for generating annotated plain text
  • code for generating TEIs
  • code for data set statistics
• directory model_training_and_evaluation
  • directory BiLSTM
    • code for model training
    • code for evaluation
  • directory grobid
    • code for Evaluation of vanilla Grobid
    • code for Correcting of the Grobid TEI training data

Data Set

Our data set can be downloaded at zenodo.org/record/4708696.

Cite As

@inproceedings{kssf-2021-cyrillic,
    title = {{Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic}},
    author = {Krause, Johan and
              Shapiro, Igor and
              Saier, Tarek and
              F{\"a}rber, Michael},
    booktitle = {Proceedings of the Second Workshop on Scholarly Document Processing},
    year = {2021}
}