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The self-learning approach promises to create a perfect balance between speed and low accuracy of function approximation techniques and high accuracy and low speed of the simulation-based techniques, additionally removing the need for massive set of examples required to train the function approximators.
As future work, we are aiming to replace our rule-based module for toponym detection by exploring a method to semi-automatically acquire the examples required to train a CRF using the geospatial metadata of GenBank records.
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Here one should think of mental activities that are, for example, required to see a line as a line or mental activities that are necessary to grasp events within nature as being events in a causal nexus (Lipps 1912/13).
As it stands, Walknet, although it represents a simple reactive system, is able to describe quite complex behavioral sequences as are for example required to climb over a very large gap (Bläsing 2006).
The message certainly isn't falling on deaf ears, but more specific examples are required to judge how well Microsoft is delivering on that promise.
Positive and negative examples are required to train SVMs and evaluate their performance.
Basketball players, for example, are required to wear suits before and after games.
Field offices, for example, were required to get approval from Washington before they could begin investigations.
Applicants to most medical schools, for example, are required to sit an admissions test, such as the BMAT or UKCAT.
"Mexico, for example, was required to prolong patent protection on drugs to match patent protection in the United States," she said.
In order to keep their tax-exempt status, other nonprofit institutions (charitable foundations, for example) are required to give away a hefty percentage of their money.
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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