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If a noise exemplar that is very similar to a speech exemplar happens to fit best, this may give rise to suppressing relevant speech information.
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Ms. Lohan is the cautionary tale; younger stars looking to grow out of their childhoods live in fear of becoming her, because she is an exemplar of what happens when the fallen teen idol is no longer an idol.
If an exemplar of a 'wrong' state happens to match best with the feature frame, the Lasso procedure may fill the gap between that exemplar and the feature frame with completely unrelated exemplars.
Exaggerating the differences between adjacent frames, because these may relate to different states, is likely to aggravate the risk that Lasso returns high activations for a wrong state because an exemplar assigned to that state happens to fit the frame under analysis best.
First you have Dad Rage, which your boy Fergus Beeley is the new exemplar of: Dad Rage is a 0 10 rage escalation that happens at anything, about anything, but normally something very innocuous and related to a minor driving infraction, and ends with this sort of world-against-me PC-has-gone-mad-,-actually! nutteragege that ends up with trying to arrest an 11-year-old.
On one side architecture will preserve [this memory] to the next generation so that it never again happens; and on the other side, [the attitude] to rebuild, is also exemplar for the coming generation.
What happens to editorial judgment, consistent aesthetic vision, commitment to particular values, building a movement, advocating for a particular style, and creating a critical mass of new writing if the contest model is allegedly based in "impartiality" and "blindness --in other words, pretends to blindness --inr of democracy, egalitarianism, and disavowal of values?
This happens.
What happens?
We'd like to think that the stories of our parents' lives are happy-ending fables, exemplars of good things happening to deserving people.
Lasso can turn a close similarity between an input frame and exemplars related to the true state at the feature level into a close-to-zero probability of the 'correct' state in the probability vector because an exemplar related to another state (or noise) happened to match slightly better.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com