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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 6 of 6 1 Narrating connection in intercountry adoption: Complexities of openness in Taiwan‒Australia adoptions Wright, Amy Conley; van Wichelen, Sonja; Spencer, Margaret. - : Wiley, 2020 BASE Show details 2 Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD) Gu, Yang; Leroy, Gondy; Pettygrove, Sydney; Galindo, Maureen Kelly; Kurzius-Spencer, Margaret. - : American Medical Informatics Association, 2018 Abstract: Automating the extraction of behavioral criteria indicative of Autism Spectrum Disorder (ASD) in electronic health records (EHRs) can contribute significantly to the effort to monitor the condition. Word embedding algorithms such as Word2Vec can encode semantic meanings of words in vectors and assist in automated vocabulary discovery from EHRs. However, text available for training word embeddings for ASD is miniscule compared to the billions of tokens typically used. We evaluate the importance of corpus specificity versus size and hypothesize that for specific domains small corpora can generate excellent word embeddings. We custom-built 6 ASD-themed corpora (N=4482), using ASD EHRs and abstracts from PubMed (N=39K) and PsychInfo (N=69K) and evaluated them. We were able to generate the most useful 200-dimension embeddings based on the small ASD EHR data. Due to diversity in its vocabulary, the abstract-based embeddings generated fewer related terms and saw minimal improvement when the size of the corpus increased. Keyword: Articles URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371367/ BASE Hide details 3 The Atlanta child murders and the black causus of SRCD Slaughter-Defoe, Diana T.; Spencer, Margaret Beale; Bailey, Ura Jean Oyemade In: Our children too (Oxford, 2006), p. 75-83 MPI für Psycholinguistik Show details 4 The "history" of two milestone developmental publications on black children Spencer, Margaret Beale In: Our children too (Oxford, 2006), p. 113-120 MPI für Psycholinguistik Show details 5 Challenges in studying minority youth Spencer, Margaret Beale; Dornbusch, Sanford M. In: At the threshold (Cambridge, MA, 1990), p. 123-146 MPI für Psycholinguistik Show details 6 The Verbal Aspect System of Standard Colloquial Chinese. Spencer, Margaret Ida. - 1970 BASE Show details

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