We propose a method to quantify semantic linguistic maturity (SELMA) based on a high dimensional semantic representation of words created from the co-occurrence of words in a large text corpus. The method was applied to oral narratives from 108 children aged 4;0-12;10. By comparing the SELMA measure with maturity ratings made by human raters we found that SELMA predicted the rating of semantic ...

Pre-clinical exposure to patients provides opportunities for medical students to display competencies which may be expressed in reflective narratives. Geriatric education experts used qualitative consensus methods to identify themes expressed in second year medical student narratives which were mapped to ACGME Core Competencies. Concept searches operationalizing these same competencies were cre...

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Links: [1] http://www.lib.siu.edu/collections [2] http://collections.carli.illinois.edu/cdm4/index_sic_degypt.php?CISOROOT=/sic_d egypt [3] http://libguides.lib.siu.edu/content.php?pid=593927 [4] http://libguides.lib.siu.edu/localhistory [5] http://libguides.lib.siu.edu/carbondalehistory [6] http://libguides.lib.siu.edu/philcollections [7] http://libguides.lib.siu.edu/content.php?pid=58190&...

Efficient and compact neural network models are essential for enabling the deployment on mobile and embedded devices. In this work, we point out that typical design metrics for gauging the efficiency of neural network architectures – total number of operations and parameters – are not sufficient. These metrics may not accurately correlate with the actual deployment metrics such as energy and me...