Table · dataset · 2025

FinQA Hallucination Detection

Listed in Hugging Face Datasets

FinQA Hallucination Detection Dataset

Description

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.

Read the rest (1 more)

This dataset is thus useful for benchmarking reference-free LLM Eval and Hallucination… See the full description on the dataset page: huggingface.co/datasets/Cleanlab/FinQA-hallucination-detection.

Topics

Stated by source: text
From keywords: Computer Science & AI

Provenance · 1 source records, 9 field assertions

Source	Key	Last seen	Raw
Hugging Face Datasets	Cleanlab/FinQA-hallucination-detection	14 d ago	JSON v1

Field	Assertion	Extractor	Evidence
access_level	source · Hugging Face	connector:huggingface@1.0.0	/gated
concepts[field].local:field:computer-science-ai	mapping · Hugging Face	connector:huggingface@1.0.0
concepts[modality].hf_modality:text	source · Hugging Face	connector:huggingface@1.0.0
created_date	source · Hugging Face	connector:huggingface@1.0.0
description	source · Hugging Face	connector:huggingface@1.0.0	/description
license	source · Hugging Face	connector:huggingface@1.0.0	/tags[license:*]
publication_date	source · Hugging Face	connector:huggingface@1.0.0
title	source · Hugging Face	connector:huggingface@1.0.0	/id
updated_date	source · Hugging Face	connector:huggingface@1.0.0

FinQA Hallucination Detection

Description

Summary

Links

Where it is published

Topics