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mcallaghan/README.md

Max Callaghan

I'm a scientist at the Potsdam Institute for Climate Impact Research (PIK). I'm interested in using NLP to synthesise evidence on climate change.

Currently, I am leading work on evaluation for the DESTINY project, where we aim to build tools that enable the responsible application of AI to scale up evidence synthesis.

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  1. destiny-evidence/data-extraction-evaluation-toolkit destiny-evidence/data-extraction-evaluation-toolkit Public

    A suite of tools, data models, etc. for extracting data from documents (e.g. papers) and evaluating the performance of such extraction tasks.

    Python 5

  2. text-as-data text-as-data Public

    Slides an materials for the Text as Data class taught at the Hertie School in 2022 and 2023

    HTML 14 20

  3. buscarpy buscarpy Public

    Calculate reliable stopping criteria for machine-learning prioritised screening in systematic reviews

    Python 3 1

  4. buscar-app buscar-app Public

    Svelte App to calculate reliable stopping criteria for machine-learning prioritised screening in systematic reviews

    Svelte 2 1

  5. destiny-evidence/evaluation-book destiny-evidence/evaluation-book Public

    A research agenda for evaluation of AI for evidence synthesis