AlphaContext generates psychometric contexts for creativity assessment via hypertree outlines, MCTS filling, MAP-Elites evolution, and assessment-guided refinement, reporting an average 8% gain over prior methods on six quality metrics.
Yichun Feng, Jiawei Wang, Lu Zhou, Zhen Lei, and Yixue Li
2 Pith papers cite this work. Polarity classification is still indexing.
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TeamLLM improves LLM performance on multi-step contextualized tasks by using four human-like team roles and a three-phase collaboration process, demonstrated on the new CGPST benchmark.
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AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment
AlphaContext generates psychometric contexts for creativity assessment via hypertree outlines, MCTS filling, MAP-Elites evolution, and assessment-guided refinement, reporting an average 8% gain over prior methods on six quality metrics.
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TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
TeamLLM improves LLM performance on multi-step contextualized tasks by using four human-like team roles and a three-phase collaboration process, demonstrated on the new CGPST benchmark.