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Commonsense Knowledge-Aware Prompt Tuning for Few-Shot NOTA Relation Classification
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In: Applied Sciences; Volume 12; Issue 4; Pages: 2185 (2022)
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Особенности сравнения китайских и русских имен : магистерская диссертация ; Peculiar properties of comparing Chinese and Russian names
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Multimodal data revealed different neurobiological correlates of intelligence between males and females
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Jiang, Rongtao; Calhoun, Vince D.; Cui, Yue; Qi, Shile; Zhuo, Chuanjun; Li, Jin; Jung, Rex; Yang, Jian; Du, Yuhui; Jiang, Tianzi; Sui, Jing
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In: Brain Imaging Behav (2020)
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Abstract:
Intelligence is a socially and scientifically interesting topic because of its prominence in human behavior, yet there is little clarity on how the neuroimaging and neurobiological correlates of intelligence differ between males and females, with most investigations limited to using either mass-univariate techniques or a single neuroimaging modality. Here we employed connectome-based predictive modeling (CPM) to predict the intelligence quotient (IQ) scores for 166 males and 160 females separately, using resting-state functional connectivity, grey matter cortical thickness or both. The identified multimodal, IQ-predictive imaging features were then compared between genders. CPM showed high out-of-sample prediction accuracy (r > 0.34), and integrating both functional and structural features further improved prediction accuracy by capturing complementary information (r = 0.45). Male IQ demonstrated higher correlations with cortical thickness in the left inferior parietal lobule, and with functional connectivity in left parahippocampus and default mode network, regions previously implicated in spatial cognition and logical thinking. In contrast, female IQ was more correlated with cortical thickness in the right inferior parietal lobule, and with functional connectivity in putamen and cerebellar networks, regions previously implicated in verbal learning and item memory. Results suggest that the intelligence generation of males and females may rely on opposite cerebral lateralized key brain regions and distinct functional networks consistent with their respective superiority in cognitive domains. Promisingly, understanding the neural basis of gender differences underlying intelligence may potentially lead to optimized personal cognitive developmental programs and facilitate advancements in unbiased educational test design.
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URL: https://doi.org/10.1007/s11682-019-00146-z http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416494/ http://www.ncbi.nlm.nih.gov/pubmed/31278651
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Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores
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Skeleton to Abstraction: An Attentive Information Extraction Schema for Enhancing the Saliency of Text Summarization
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In: Information ; Volume 9 ; Issue 9 (2018)
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Neural ensemble dynamics underlying a long-term associative memory
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Language-general and -specific white matter microstructural bases for reading
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The contribution of the left mid-fusiform cortical thickness to Chinese and English reading in a large Chinese sample.
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Resting-state functional connectivity and reading abilities in first and second languages
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Foreign Language Learners' Use and Perception of Online Dictionaries: A Survey Study
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In: http://jolt.merlot.org/vol9no4/jin_1213.pdf
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RESEARCH ARTICLE Open Access Genetic evidence supports linguistic affinity of
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In: http://www.biomedcentral.com/content/pdf/1471-2156-11-18.pdf
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pp. 193–219 LANGUAGE DEVELOPMENT AND SCAFFOLDING IN A SINO-AMERICAN TELECOLLABORATIVE PROJECT
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In: http://llt.msu.edu/issues/june2013/jin.pdf
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Sciences of the USA 1418 -1421 ͉ PNAS
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In: http://www.picb.ac.cn/picb-dynamic/admin/pic/JinLi2006-Linkage-disequilibrium%20sharing%20and%20haplotype-tagged%20snp%20portability%20between%20populations.pdf
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