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Fairshare Data Pricing via Data Valuation for Large Language Models

Zhang, Luyang et al.
arXiv (OAI Expanded) · Papers
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computation-and-languagecomputer-science-and-game-theory
Training data is the backbone of large language models (LLMs), yet today's data markets often operate under exploitative pricing -- sourcing data from marginalized groups with little pay or recognition. This paper introduces a theoretical framework for LLM data markets, modeling the strategic intera
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