Framework for build NLP information extraction systems using regular expressions.
Project description
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
konsepyis designed to be used with theknosepy_nlp_template- See the README there for current installation instructions.
- To use
konsepyas a standalone entity:- Install with
pip:pip install konsepy[all]- For sentence-splitting corpora from fine-tuning a sentence based transformer,
spacywill also need to be installed and configured.
- Install with
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
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