Hi,
Thanks. We use the “simplewiki-2020-11-01.jsonl.gz” dataset due to memory constraints. It is way smaller than the complete wikipedia dataset on huggingface.
This is the structure of the dataset:
{‘id’: ‘9824’, ‘title’: ‘Aileen Wuornos’, ‘paragraphs’: [‘Aileen Carol Wuornos Pralle (born Aileen Carol Pittman; February 29, 1956\xa0– October 9, 2002) was an American serial killer. She was born in Rochester, Michigan. She confessed to killing six men in Florida and was executed in Florida State Prison by lethal injection for the murders. Wuornos said that the men she killed had raped her or tried to rape her while she was working as a prostitute.’, ‘Wuornos was diagnosed with antisocial personality disorder and borderline personality disorder.’, ‘The movie, “Monster” is about her life. Two documentaries were made about her.’, ‘Wuornos was born Aileen Carol Pittman in Rochester, Michigan. She never met her father. Wuornos was adopted by her grandparents. When she was 13 she became pregnant. She started working as a prostitute when she was 14.’]}
this dataset is much cleaner i will say. we use the “paragraphs” and create the embedding out of it.
Not much cleaning is needed in this dataset as things are pretty clean.
Hope this will help