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Biomedical Text Annotation

Custom Annotation system that was used to investigate the effect of gamification on motivating human annotator engagment for crowdsourcing purposes

Source code outline:

  • Game: collection of c# scripts that handle the game logic. Main ones are:
    • "NLPOrgs.cs": Converts hidden model guesses into string locations
    • "Loader.cs": Handles how trap questions vs clean questions are loaded
    • "Points.cs": Handles how points are allocated to users
    • "TMPDetector.cs": Handles user input for annotation
    • "NLP.cs": Handles ner hidden model and pos tagger
    • "NERTrainer.cs": Trains the NER to work on diseases
    • "SendData.cs": Handles sending users responses to google forms
  • Data preparation: "Format converter.ipynb"
  • Data processing: "Graphs.ipynb"

To play prototype:

To play with .exe:

  • Click Indv Project Prototype.exe

To build enviroment:

-2373655r

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