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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 – 2 of 2 1 Language Models in Sociological Research: An Application to Classifying Large Administrative Data and Measuring Religiosity ... Jensen, Jeffrey L.; Karell, Daniel; Tanigawa-Lau, Cole; Habash, Nizar; Oudah, Mai; Fairus Shofia Fani, Dhia. - : SAGE Journals, 2021 Abstract: Computational methods have become widespread in the social sciences, but probabilistic language models remain relatively underused. We introduce language models to a general social science readership. First, we offer an accessible explanation of language models, detailing how they estimate the probability of a piece of language, such as a word or sentence, on the basis of the linguistic context. Second, we apply language models in an illustrative analysis to demonstrate the mechanics of using these models in social science research. The example application uses language models to classify names in a large administrative database; the classifications are then used to measure a sociologically important phenomenon: the spatial variation of religiosity. This application highlights several advantages of language models, including their effectiveness in classifying text that contains variation around the base structures, as is often the case with localized naming conventions and dialects. We conclude by discussing ... Keyword: 160807 Sociological Methodology and Research Methods; FOS Sociology; Sociology URL: https://sage.figshare.com/collections/Language_Models_in_Sociological_Research_An_Application_to_Classifying_Large_Administrative_Data_and_Measuring_Religiosity/5677891/1 https://dx.doi.org/10.25384/sage.c.5677891.v1 BASE Hide details 2 Language Models in Sociological Research: An Application to Classifying Large Administrative Data and Measuring Religiosity ... Jensen, Jeffrey L.; Karell, Daniel; Tanigawa-Lau, Cole. - : SAGE Journals, 2021 BASE Show details

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