Skip to content
    Back to all Bounties

    Earn 36,000 ($360.00)

    Time Remainingdue 2 years ago
    Completed

    Fortune: Use AI for Content Moderation

    Human-Protocol
    Human-Protocol
    Posted 2 years ago
    This Bounty has been completed!

    Bounty Description

    In Fortune, people can enter any text they want, this might include profanities. While the current Recording Oracle has some profanity filter, it is very weak. Part of this challenge is to implement a better profanity filter using AI and integrate it into Fortune.

    • Set up Fortune locally
    • Write a prediction script.
    • Write a training script.
    • Train and save first model (any text task, does not have to be content moderation).

    Resources

    Current Profanity Filter: https://github.com/humanprotocol/human-protocol/blob/f9f646952d8670b0476772f03e4be56fe1708dab/packages/examples/fortune/recording-oracle/src/services/recordingOracle.ts#L50

    Text classification with Sklearn: https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html

    Hate-speech Datasets: https://hatespeechdata.com/

    Text Classification Models with Transformers: https://huggingface.co/docs/transformers/tasks/sequence_classification

    Free Cloud GPU compute to train neural models: https://colab.research.google.com/?utm_source=scs-index

    Job Launcher : https://job-launcher-client-nine.vercel.app/

    For further questions and discussion, please join our Hackathon discord channel: https://discord.gg/z7Ecwns3