NeedleBench: Evaluating LLM Retrieval and Reasoning Across Varying Information Densities

Mo Li, Songyang Zhang, Taolin Zhang +3

The capability of large language models to handle long-context information is crucial across various real-world applications. Existing evaluation methods often rely either on real-…