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Introduction DeepMind introduces the FACTS Grounding, an online leaderboard and benchmark designed to evaluate the factual accuracy of language models' long-form responses based on a given context in user prompts. The benchmark requires models to generate text grounded in a provided document, which can be up to 32,000

LLMs have made significant progress in tasks based on language processing and understanding. However, their reasoning capabilities, particularly in complex scenarios, often fall short. Traditional approaches like Chain-of-Thought (CoT) reasoning, which asks the model to reason before answering by thinking step-by-step, face inherent limitations. A recent paper introduces a novel