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mediocregradstudent t1_ivyynyr wrote

Recent work has shown generating a paraphrase of the original sentence could be used to improve robustness for sentence-level NLP tasks. What specific task are you working on in the low data setting?

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ichiichisan OP t1_ivza5fi wrote

In my current specific task it is simple multilabel regression, but I am also regularly working on other multilabel/multiclass classification and regression tasks.

And with low data sample I refer to ranges of 1k+ samples still, but I mostly work on longer text, not short sentences.

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