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Forget flat retrieval: NaviRAG's hierarchical knowledge navigation boosts RAG performance by dynamically retrieving information across different levels of granularity.
Forget global context – ReAlign leverages a stronger VLM to generate *local*, reasoning-guided descriptions that boost visual document retrieval by up to 2%.
LLMs can be made significantly more reliable in scientific domains by automatically converting flexible knowledge into hard constraints during decoding, boosting accuracy by 12% on average.
Simulate tau protein spread in the brain ~10x faster with a neural operator, unlocking new possibilities for parameter inference and mechanistic discovery in Alzheimer's research.
