Author: Maren Pielka
This repository contains the code for the paper "Insights About Causality Detection in Financial Text - Towards an Informed Approach", which was published at the IEEE Big Data conference in 2024 (see Insights About Causality Detection in Financial Text - Towards an Informed Approach).
To reproduce the results, install a virtual environment using Python>=3.11 and run the Python script under ./scripts/predict_gpt4o.py. The script has a dependency on the following repository: https://github.com/fraunhofer-iais/informed_nlu. Also, an OpenAI API key needs to be provided. The Fincausal data set needs to be saved under ./data.
Further dependencies are listed in requirements.txt.