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Meedan

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Ideas that could help Meedan

Signed-Attention Stance Classifier for Rumor ThreadsWhy it helps: Builds the Check platform used by newsrooms and health agencies for rumor verification; stance classification is a core pipeline stage this module upgrades.
ThreadVerdict: one-pass rumour triage APIWhy it helps: Meedan builds collaborative verification tooling for newsrooms; a one-pass joint scoring service is a drop-in component for its Check-style fact-checking workflows.
EventHoldout: leave-one-event-out certification for rumour-detection modelsWhy it helps: Could run the scorecard on behalf of partner newsrooms and fact-checking networks that lack in-house ML evaluation capacity.

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