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Showing 1–3 of 3 results
Advanced filters: Author: Maosong Lin Clear advanced filters

  • Xiao et al. introduce ‘capability density’, defined as capability per parameter, as a metric for evaluating large language models. They report an empirical trend, the ‘densing law’, which states that capability density doubles approximately every 3.5 months, indicating that equivalent model performance can be achieved with exponentially fewer parameters over time.

    • Chaojun Xiao
    • Jie Cai
    • Maosong Sun
    ResearchOpen Access
    Nature Machine Intelligence
    Volume: 7, P: 1823-1833

  • Primary biliary cholangitis is an autoimmune liver disease. Here, the authors show that variants in interleukin genes which potentially deregulate their expression are associated with this condition, and suggest that the IL21 signalling pathway may have a role in disease aetiology.

    • Fang Qiu
    • Ruqi Tang
    • Xiong Ma
    ResearchOpen Access
    Nature Communications
    Volume: 8, P: 1-8