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The empirical results indicate the success of the proposed approach, providing the best solutions for almost all item sequence generators used during the experiments.
Given an item sequence, a CRF model predicts the most probable label sequence based on functions capturing characteristics of the current token and its context.
The trade-off is that results might be affected by item sequence effects identified for the ACORNS in previous research (e.g., Federer et al. 2015).
Therefore, the request sequence may be regarded as the item sequence, the request duration is similar to the size of item, the idle network of the 0 1 bandwidth model is similar to the knapsack, and the idle time can be regarded as the size of a knapsack.
Therefore, the request sequence may be regarded as the item sequence, the request duration is similar to the size of the item, the idle network of the 0 1 bandwidth model is similar to the knapsack, and the idle time can be regarded as the size of a knapsack.
Though the agent may still be able to solve the task, the structure of the task does not guarantee that the final letter in a nine item sequence can be disambiguated.
Similar(45)
Moreover, significantly more students in the SCT group engaged in item revision behavior than those in the SGQ group, and a majority of students in the SCT group exhibited item sequencing behavior, both of which are deemed indicative of knowledge elaboration.
In order to avoid that a participant had to evaluate both, a base-word and its pseudohomophone, participants were presented one of two item sequences which were designed such that for each word-pseudohomophone pair, one sequence contained the base-word and the other its pseudohomophone.
Concomitantly the module permitted an individual randomization of item sequences to prevent illicit collusion.
As the procedure already requires a reproducible personalization of item sets, an individual randomization of item sequences becomes easily attainable.
Further research should investigate whether (or how much) such individually randomized item sequences impede illicit collusion during the examination.
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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