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The intuition behind measuring information depending on the context is that the information content of a word depends primarily on i) the amount of contexts it can appear and ii) the probability of appearance in each one of these contexts.
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Of course, no amount of context and analysis can improve the standing of a team with no pass rush.
The system also remembers a certain amount of context, so that if the user asks "do you know John Smith?", followed by "what is his telephone number?", the bot can respond appropriately.
But the amount of context and knowledge that we put into finding that answer is enormous.
As I mentioned earlier, it's about the amount of context that's provided.
The required cache size is related to the amount of context in the traffic.
Using such techniques, the amount of context data distribution is reduced and is also made more meaningful and useful for use within the radio resource usage optimisation policies.
When using a constant amount of context, the results showed that detection in the word domain achieved the best performance, showing that acoustic excursions exist beyond syllable range.
The team's modifications to standard practice include the addition of reinforcement learning and methods for reducing repetitive language and increasing the amount of context available to maximize accuracy.
The underlying principle in CHESS is to minimize the amount of context-specific rules and regulations, while maximizing the coverage of information represented with the given set of rules.
For all three additional models presented, the complexity and the amount of context data in PIAAC-L constitutes a methodological challenge that will have to be addressed, as the standard techniques for generating plausible values might not work.
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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