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juliuskoschnick/innovfromtext

Text-based innovation and knowledge-spillover indices (Koschnick 2025, arXiv:2512.16587)

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  1. Nov 64 posts

    • It comes with two full colab demos. The second one is especially fun:

      Read full on X, posted by @JuliusKoschnick

      @JuliusKoschnick · x.com

    • For the full story, please refer to the paper:

      Read full on X, posted by @JuliusKoschnick

      @JuliusKoschnick · x.com

    • Next, I extend this logic to spillovers. A title in field A creates a spillover into field B if it’s distant from the past of field B but close to the future of field B

      Read full on X, posted by @JuliusKoschnick

      @JuliusKoschnick · x.com

    • 🚨The latest version of my feedback loop working paper now also comes with a Python package for easily calculating i) innovation ii) spillovers and iii) received spillovers from text. In my paper, I…

      Read full on X, posted by @JuliusKoschnick

      @JuliusKoschnick · x.com