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Idea on how to structure generation / annotation

Open whoisjones opened this issue 1 year ago • 1 comments

Instead of having a unified generation function as we have now, we might want to adjust our repo in the future in a direction such that users can pick different approaches like:

For Generation: ZEROGEN: efficient zero-shot learning via dataset generation (paper) PROGEN: progressive dataset generation via in-context feedback (paper)

For Annotation: CALIBRATION: prompt-based zero-shot learning with calibration (paper) ...

At last, we should keep the possibility to generate datasets on their own, defining their own sampling strategy, sample information criterion, etc.

whoisjones avatar Aug 08 '23 15:08 whoisjones