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20232026
most citedBeyond the Strongest LLM: Multi-Turn Multi-Agent Orchestration vs. Single LLMs on Benchmarks

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cs.CL2026

A Concise Agent is Less Expert: Revealing Side Effects of Using Style Features on Conversational Agents

Young-Min Cho, Yuan Yuan, Sharath Chandra Guntuku +1

Style features such as friendly, helpful, or concise are widely used in prompts to steer the behavior of Large Language Model (LLM) conversational agents, yet their unintended side…