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Are prior and previous interchangeable in this context?

... including datasets from previous work.

And,

... including datasets from prior work.

Can you clarify please what is the difference between them?

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In that usage, they are 99% interchangeable - there is a slight hint that prior work refers to one's own work, whereas previous might refer to someone else's, but this is a very fine distinction.

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