This data comprises synthetic question and answer pairs created by GPT-4-turbo on SEC filings for 29 companies. The dataset has the following columns:
questions, answers, chunks and sorted_chunks.
questions: the list of questions, there were 5 questions created for a 2000 word section of different SEC filings.
answers: the answer generated by GPT-4.
chunks: these are the bits of text that are segmented.
sorted_chunks: these are the chunks being sorted, using Dense Passage Retrieval (DPR).… See the full description on the dataset page:
https://huggingface.co/datasets/ali77sina/SEC-QA-sorted-chunks.