Event extraction models over news for trading should primarily output:

Question

Accepted Answer

Structured events (type, entities, timestamps, confidence) suitable for point-in-time joins to returns. — Event extraction → structured type/entities/time/confidence for PIT joins to returns.

Answer

Unstructured poetry about markets.

Answer

Only emoji sentiment.

Answer

Guaranteed trade instructions without risk checks.

Event extraction models over news for trading should primarily output:

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