Hegelian Self-Reflection for Improved Mathematical and Symbolic Reasoning, and Scientific Discovery in Large Language Models
Sara Abdali, Michael Solodko, Can Goksen et al.
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LakeQuest is introduced, a human-validated benchmark of 9,846 QA pairs designed to evaluate the end-to-end retrieve-and-synthesize pipeline over realistic data lakes and exposes critical failure modes in modern QA systems.
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