✨Language Model Council: Benchmarking Foundation Models on Highly Subjective Tasks by Consensus

📝 Summary:
Benchmarking LLMs on subjective tasks like emotional intelligence is challenging. The Language Model Council LMC uses a democratic process with 20 LLMs to formulate, administer, and evaluate tests. This yields more robust, less biased rankings that align better with human leaderboards.

🔹 Publication Date: Published on Jun 12, 2024

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2406.08598
• PDF: https://arxiv.org/pdf/2406.08598
• Github: https://github.com/llm-council/llm-council

✨ Datasets citing this paper:
• https://huggingface.co/datasets/llm-council/emotional_application

✨ Spaces citing this paper:
• https://huggingface.co/spaces/llm-council/llm-council
• https://huggingface.co/spaces/llm-council/sandbox

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#LLM #Benchmarking #AIEvaluation #FoundationModels #ConsensusAI