Jieneng Chen
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2026
ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery
This paper introduces ARIA, a causal-aware framework for materials discovery that mitigates contextual tunneling in Large Language Models.
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cs.AIcs.CEcs.IREmpiricalRecentJun 21, 2026
ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discovery
Yi Cao, Liaoyaqi Wang, Jieneng Chen, Benjamin Van Durme +2 more
This paper introduces ARIA, a causal-aware framework for materials discovery that mitigates contextual tunneling in Large Language Models.
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