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This work introduces PrimeScientist, which jointly determines research direction and resource investment across successive research attempts, and proposes an adaptive MCTS-based allocation policy that balances exploration and exploitation using experimental feedback and remaining resources.
EKS is a novel framework that leverages entity relations in commonsense knowledge graphs to dynamically generate knowledge sentences relevant to both visual and textual entities and formulates knowledge selection as a relevance scoring problem, where semantic similarity is used to measure the relevance between knowledg...
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