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cs.AI2026
Diverse by Reasoning: Harnessing the Wisdom of LLM Crowds for Future Prediction
Nirupam Chetlapalli, Yiming Liao, Min-Chun Chen +1
Large language models (LLMs) are increasingly used for future prediction, motivating the use of multiple models as a wisdom-of-the-crowd mechanism. However, simply increasing crowd…
cs.CL2026
Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning
Yiming Liao, Zeno Franco, Jose Eduardo Lizarraga Mazaba +1
Hallucinations in medical large language models (LLMs) pose serious risks for clinical decision support, particularly when models must reason over complex electronic health records…