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There is a significant improvement in performance as opposed to a conventional approach without instance selection, i.e. Figure 9. Figure 11 Cross-corpus recall with weight regularization.
Section 2 gives an overview of our method, and discusses the challenges in applying machine learning techniques without instance data information; it also presents the details of our algorithm.
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As H. H. Price put it later, for Cook Wilson and his epigones "to philosophize without instances would be merely a waste of time" (Price 1947, 336).
But deleting the Page without instances of it directly inciting violence would make Jones a martyr and strengthen his counterfactual movement.
Our stories of gods and saints are not without instances where a hurt caused to a human being somehow shows up as a bruise on the arm of a revered deity in the temple.
To avoid their derivation, as in Adams' logic, the rule of necessitation is restricted to theorems that are provable without any instance of E!. Model-theoretic actualists differ dramatically with Adams on the underlying propositional base of modal logic.
Do that without a single instance of harm, without rationing effective care, without excluding needed services for any population you serve".
The archaea, for instance, without thought, almost without sensation, has evolved for perhaps 3.8 billion years.
"How to HIDE & HIT Your JUUL at SCHOOL WITHOUT Getting CAUGHT," for instance, is only useful or interesting to minors.
I find myself being less cautious without wanting to for instance, I sometimes cross the road without looking to see if a car is coming.
Perhaps research on monkeys can be conducted without harming them, but you can't do pain research (for instance) without inflicting pain.
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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