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Wenbo Yang

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Game Theory Driven Multi-Agent Framework Mitigates Language Model Hallucination

G-Frame, an adaptive multi-agent framework integrating Bayesian and team game principles, establishes an automated closed-loop for high-quality data synthesis and model training and synthesizes a specialized corpus of 363,045 chains-of-thought and 199,589 question-answer pairs.

Runzhe Liu, Biquan Bie, Zi-Hao Wang et al. · 0 citations
#machine learning Open access Jul 2025

Effective generation of heavy-atom-free triplet photosensitizers containing multiple intersystem crossing mechanisms based on deep learning

This work proposes a novel strategy that incorporates two models: a fragment-based model (Frag-MD) and a character-based model (MD), both integrating a conditional transformer, recurrent neural networks, and reinforcement learning that holds the potential to establish a new paradigm for discovering novel PSs applicable...

Kepeng Chen, Xiaoting Zhang, Ji-Ke Wang et al. · 4 citations

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