Foundations of Global Consistency Checking with Noisy LLM Oracles

Paul He, Elke Kirschbaum, Shiva Kasiviswanathan

Ensuring that collections of natural-language facts are globally consistent is essential for tasks such as fact-checking, summarization, and knowledge base construction. While Larg…