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README.md

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+We present Auto-Arena of LLMs, which automates the entire evaluation process with LLM-based agents to provide automatic, reliable, and human-like LLM evaluations.
+
+Feel free to check out:
+* [project page](https://auto-arena.github.io/)
+* [paper](https://arxiv.org/abs/2405.20267)
+* [Auto-Arena Leaderboard](https://huggingface.co/spaces/Auto-Arena/Leaderboard)