Download OpenKE embeddings from : http://139.129.163.161/download/wikidata
Clone this repo, and place the extracted folder Wikidata in the base directory (Wikidata has been added to .gitignore)
Path to the Indian dataset - knowledge_graph/
For first paper :
- Part A is in -
Bias in Data.ipynb[Incomplete??] - Projection part of Part B is in -
Bias in Embeddings - Projection.ipynb
The file data_handler.py has helper functions related to data handling. Some of them are -
-
load_data()- Returns triplets, entity_labels, property_labels -
get_male_female_entities- Returns male_entities, female_entities -
get_occupation_triplets- Returns occupation_triplets, male_occupation_triplets, female_occupation_triplets -
get_male_female_neutral_occupations- Returns male_occupations, female_occupations, neutral_occupations
The file embedding_helper.py has helper functions related to embeddings and their usage.