Publication: Automatically detecting directives with SPICE Ireland
Automatically detecting directives with SPICE Ireland
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Schneider, G. (2024). Automatically detecting directives with SPICE Ireland. In M. Schweinberger & P. Ronan (Eds.), Socio-Pragmatic Variation in Ireland: Using Pragmatic Variation to Construct Social Identities (No. 378; Issue 378, pp. 205–234). De Gruyter. https://doi.org/10.1515/9783110791457-011
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The pragmatically annotated corpus of spoken Irish English, SPICE Ireland, offers the possibility to explore, analyze, or, as our contribution does, train systems to automatically detect directives in English. In this study, we evaluate the automatic classification and compare directives Irish English with directives in British English by using lexical signals in the data sets. To do so, we apply and evaluate two approaches from machine learning, document classification with logistic regression, and deep learning with fastText. Both a
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Schneider, G. (2024). Automatically detecting directives with SPICE Ireland. In M. Schweinberger & P. Ronan (Eds.), Socio-Pragmatic Variation in Ireland: Using Pragmatic Variation to Construct Social Identities (No. 378; Issue 378, pp. 205–234). De Gruyter. https://doi.org/10.1515/9783110791457-011
