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Cleanlab/FinQA-hallucination-detection

FinQA Hallucination Detection Dataset Summary This dataset was created from a subset of the original FinQA dataset. For each user query (financial questions), we prompted an LLM to generate a response to this query based on provided context (financial statements and tables from the original FinQA). Each generated LLM response is labeled based on whether it is correct or not. This dataset is thus useful for benchmarking reference-free LLM Eval and Hallucination… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/FinQA-hallucination-detection.

Author / organizationCleanlab
License (as declared)mit
Downloads1.2K (as reported by Hugging Face)
Likes4
Created3 March 2025
Last updated at source3 March 2025
finance
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