Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Zheng et al., 2023, Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena (Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Datasets and Benchmarks Track)
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2.2 MT-Bench
- What is MT-Bench?80 hand-written two-turn questions, 10 in each of 8 categories (writing, roleplay, extraction, reasoning, math, coding, STEM knowledge, humanities/social science knowledge), designed to test multi-turn conversation and instruction following and to separate strong models.
- Zheng et al., 2023, Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena (Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Datasets and Benchmarks Track), §2.2
Source
- Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez and Ion Stoica. 2023. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. In Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Datasets and Benchmarks Track. https://papers.nips.cc/paper_files/paper/2023/hash/91f18a1287b398d378ef22505bf41832-Abstract-Datasets_and_Benchmarks.html