🗣️ targer-api

Simple, type-safe access to the TARGER neural argument tagging APIs.

With this package you can analyze the argumentative structures using one of the pre-trained neural models for argument mining found in the TARGER API. The API is hosted by the Webis research group and free to use.

Installation

pip install targer-api

Usage

from targer_api import analyze_text

arguments = analyze_text(
    "The alternative vote is advantageous. "
    "The President is directly elected by secret ballot "
    "under the system of the Alternative Vote."
)
print(arguments)

Citation

If you use this package, please cite the paper from the TARGER authors. You can use the following BibTeX information for citation:

@InProceedings{chernodub:2019,
  author =                {Artem Chernodub and Oleksiy Oliynyk and Philipp Heidenreich and Alexander Bondarenko and Matthias Hagen and Chris Biemann and Alexander Panchenko},
  booktitle =             {57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)},
  editor =                {{Martha R.} {Costa-juss{\`a}} and Enrique Alfonseca},
  ids =                   {bondarenko:2019b},
  month =                 jul,
  pages =                 {195-200},
  publisher =             {Association for Computational Linguistics},
  site =                  {Florence, Italy},
  title =                 {{TARGER: Neural Argument Mining at Your Fingertips}},
  url =                   {https://www.aclweb.org/anthology/P19-3031},
  year =                  2019
}

Development

To build and develop this package you need to install the build package:

pip install build

Installation

Install package dependencies:

pip install -e .

Testing

Install test dependencies:

pip install -e .[test]

Verify your changes against the test suite to verify.

flake8 targer_api tests examples
pylint -E targer_api tests examples
pytest targer_api tests examples

Please also add tests for the axioms or integrations you've added.

Build wheel

A wheel for this package can be built by:

python -m build

License

This repository is released under the MIT license.