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cs.LG2025
Multi-LLM Collaboration for Medication Recommendation
Huascar Sanchez, Briland Hitaj, Jules Bergmann +1
As healthcare increasingly turns to AI for scalable and trustworthy clinical decision support, ensuring reliability in model reasoning remains a critical challenge. Individual larg…
cs.LG2025
LLM Chemistry Estimation for Multi-LLM Recommendation
Huascar Sanchez, Briland Hitaj
Multi-LLM collaboration promises accurate, robust, and context-aware solutions, yet existing approaches rely on implicit selection and output assessment without analyzing whether c…