So don't evaluate your techniques on just one dataset. Otherwise I will start suspecting that your method is specific to this one dataset
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Just like the point of ML models is for them to work on unseen data, the point of publishing ML methods is for them to work on new datasets
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If the point of the models are to look at unseen data, then I suspect the point of the methods is to look at (and for) unseen stories.
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