AI-Powered System Uses Pandas For Fact-Checking With 88% Accuracy
AI-Powered System RePanda uses pandas to fact-check data tables with 88% accuracy. It translates natural language claims into executable code & provides human-readable evidence.
This is a Plain English Papers summary of a research paper called AI-Powered System Uses Pandas to Fact-Check Data Tables with 88% Accuracy. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview RePanda combines large language models with pandas for tabular data verification Introduces a framework that translates natural language claims into executable pandas code Achieves state-of-the-art results on benchmarks like TabFact and InfoTabS Provides human-readable evidence by generating both code and natural language explanations Demonstrates...