konsepy

konsepy

Framework for build NLP information extraction systems using regular expressions. konsepy then enables leveraging the NLP system to create a silver standard for fine-tuning a transformer model.

Installation

• konsepy is designed to be used with the knosepy_nlp_template
  • See the README there for current installation instructions.
• To use konsepy as a standalone entity:
  • Install with pip:
    • pip install konsepy[all]
    • For sentence-splitting corpora from fine-tuning a sentence based transformer, spacy will also need to be installed and configured.

Usage

For now, find documentation for this library (and a template to download) from https://github.com/kpwhri/konsepy_nlp_template.

Roadmap

• Change labels to some metadata object to allow more diverse input sources and run info