shizhediao/active-prompt

Why select large uncertainty as the candidates? It seems to not that intuitive?

A11en0 opened this issue · 3 comments

A11en0 commented
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Hi,
Thanks for your attention to our work.
Our proposed method is motivated by finding the most uncertain questions which help improve the performance equipped with human annotations.
Therefore, we introduce several different uncertainty metrics. As one of them, the larger the entropy, the higher the uncertainty, so we want to select those questions with larger entropy.

A11en0 commented

I get it, thanks a lot.

You are welcome!
This issue is closed. Feel free to open another one if you have further questions.
Thanks!