This repository contains the implementation and configs used for the papers
- So can we use intrinsic bias measures or not? by Sarah Schröder, Alexander Schulz, Philip Kenneweg and Barbara Hammer (branch
icpram23) - Semantic Properties of Cosine Based Bias Scores for Word Embeddings by Sarah Schröder, Alexander Schulz, Fabian Hinder and Barbara Hammer (see
db_weat_examples.ipynb) - "The SAME score: Improved cosine based measure for semantic bias" (accepted at IJCNN 2024) by Sarah Schröder, Alexander Schulz and Barbara Hammer (branch
ijcnn24)
See the respective branches or notebook to reproduce the experiments from those papers.
All requirements are listed in requirements.txt.
The embeddings and embedding-bias-eval packages must be installed from source.
Download this repository, install the above mentioned requirements.