FEVEROUS

Dataset Card for FEVEROUS Dataset Summary With billions of individual pages on the web providing information on almost every conceivable topic, we should have the ability to collect facts that answer almost every conceivable question. However, only a small fraction of this information is contained in structured sources

Papers using FEVEROUS (4)

Context Shapes LLMs Retrieval-Augmented Fact-Checking Effectiveness2026AssertBench: A Benchmark for Evaluating Self-Assertion in Large Language Models2025AssertBench: A Benchmark for Evaluating Self-Assertion in Large Language Models2025Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models2025