most citedActivation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference

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cs.MA2025

MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework

Qirui Mi, Mengyue Yang, Xiangning Yu +6

Simulating collective decision-making involves more than aggregating individual behaviors; it emerges from dynamic interactions among individuals. While large language models (LLMs…