References
Academic Papers
Academic Papers
1. “Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings” (https://arxiv.org/pdf/1607.06520.pdf?)
2. “GloVe: Global Vectors for Word Representation” (https://www.aclweb.org/anthology/D14-1162)
3. “A survey on measuring indirect discrimination in machine learning” (https://arxiv.org/abs/1511.00148)
Program Files and Data
Program Files and Data
4. Source code for analogy creation and debiasing: https://github.com/tolga-b/debiaswe
5. Pretrained word vector from Wikipedia: https://nlp.stanford.edu/projects/glove/
6. Dictionary of English words used to trim dataset: https://github.com/dwyl/english-words
7. Source code created for experiment reproduction: https://github.com/oliviaritz/ml_final