intergroupEntropy

BERTs of a Feather: Measuring entropy in communication between and within groups

THIS CODE HAS BEEN IMPLEMENTED AS A PYTHON PACKAGE AND CAN BE FOUND HERE: https://github.com/zaqari/EVM

🎊 The implementation is now available to download from PyPI!! 🎉

pip install convergence-entropy-metric

Details:

The following project is reported in BERTs of a Feather: Measuring entropy in communication between and within groups.

• For getting started with using the code, see ./GETTING_STARTED.ipynb
• To run experiments described in the paper, please see ./paper_methods for .ipynb files outlining the complete implementation of the models used in this report.
  • Interpersonal study, see ./paper_methods/interpersonal_analysis
  • Reddit study, see ./paper_methods/reddit_analysis
• See ./mod for PyTorch class implementing entropy calculation model.

Citation:

@article{rosen_berts_2023,
	title = {{BERTs} of a feather: {Studying} inter- and intra-group communication via information theory and language models},
	shorttitle = {{BERTs} of a feather},
	url = {https://link.springer.com/10.3758/s13428-023-02267-2},
	doi = {10.3758/s13428-023-02267-2},
	journal = {Behavior Research Methods},
	author = {Rosen, Zachary P and Dale, Rick},
	year = {2023},
}