Deep-EOS UIMA

TextImager annotator wrapper around General-Purpose Neural Networks for Sentence Boundary Detection (deep-eos) created for the BIOfid project

Description

Uses Jep to load and execute the original deep-eos TensorFlow code from Stefan Schweter. The model included in this repository was also published with the original deep-eos code (find the models here).

Citation

If you want to use this project, please cite:

S. Schweter and S. Ahmed and M. Stoeckel¹, "Deep-EOS: General-Purpose Neural Networks for Sentence Boundary Detection” in Proceedings of the 15th Conference on Natural Language Processing (KONVENS), 2019.

BibTeX

@inproceedings{schweter-ahmed-2019-deep,
    author = "Stefan Schweter and Sajawel Ahmed",
    title = "Deep-EOS: General-Purpose Neural Networks for Sentence Boundary Detection",
    booktitle = "Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019): Short Papers",
    year = "2019",
    address = "Erlangen, Germany",
    publisher = "German Society for Computational Linguistics \& Language Technology",
    pages = "251--255"
}

Footnotes

1. erroneously uncredited in the KONVENS paper. ↩