Before revision:  However, existing datasets  do not provide annotations for the gold evidence pieces, which is a critical aspect for improving the explainability of fact checking systems.
After revision:  However, existing datasets either do not provide annotations for the gold evidence pieces, which is a critical aspect for improving the explainability of fact checking systems.