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Nanjing University
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An open-source 8B model can now rival proprietary LLMs on a range of complex chemistry tasks by plugging in modules that give it explicit molecular "cognition".
Forget flat retrieval: NaviRAG's hierarchical knowledge navigation boosts RAG performance by dynamically retrieving information across different levels of granularity.
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.
