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News/Beyond Ideal Instruction: A Comprehensive Framework for Evaluating LLMs in Realistic Interactions
arxiv
PublishedJune 4, 2026 at 4:00 AM

Beyond Ideal Instruction: A Comprehensive Framework for Evaluating LLMs in Realistic Interactions

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arXiv:2606.03318v2 Announce Type: replace Abstract: Despite great advances in tool-use capabilities of large language models (LLMs), existing evaluation benchmarks struggle to fully align with real-world scenarios. Such benchmarks mostly rely on simulated idealized user assumptions and lacks experie

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