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A little while later, she said, "When you're spying, when you're looking, when you're on the alert for a story, part of it is seeing the thing in isolation, apart from the normalizing context".
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As a matter of fact, the normalizing factor for each context needs to be learned separately, and these normalizing factors for different contexts will be different, so that the evaluation of NNLM needs to be normalized explicitly.
SIS was developed originally in the statistical community for exploring posterior distributions and estimating normalizing constants in the context of Bayesian analysis.
Also, a good work on fast training of NNLM with noise-contrastive estimation (NCE) [25] was proposed in [26], where the normalizing factor for each context was treated as a parameter to learn during the training.
The U.S. government enacted a statute in December, in the context of normalizing trade relations with Russia that imposed penalties -- restrictions on financial activities and travel in the U.S. -- on individual Russians involved in the death of Sergei Magnitsky, a Russian anti-corruption lawyer.
Norrell, a professor of history at the University of Tennessee, is writing history as well as biography here, and his attention to historical context has the effect of normalizing Washington.
I'm a huge fan of normalizing it not pathologizing it and putting it into context.
The conservative movement is in favor of normalizing gun violence and of the media omitting context about the epidemic.
Most previous systems are normalizing genes at mention-level and only local context surrounding a mention (e.g. the sentence where the mention was recognized) were employed.
As a matter of fact, the normalizing factor z ijt is completely determined by the context via a smooth function in Equation 2, and similar contexts will result in similar normalizing factors close to each other in value.
Normalizing men bragging about sexual assault only normalizes sexual assault.
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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