2018 · 11 citations · 27 references
Language StudiesComputer ScienceLinguisticsComputational LinguisticsCorpus LinguisticsNatural Language ProcessingLanguage ModelingSpanish Corpus LinguisticsSyntactic AnalysisSyntactic VariationWritten CorporaSpanish-english Code-switching
One language is often assumed to be dominant in code-switching (C-S), but this assumption has not been empirically tested.We operationalize the matrix language (ML) at the level of the sentence, using three common definitions.We test whether these converge and then model this convergence via a set of metrics that together quantify the nature of C-S.We conduct our experiment on four different Spanish-English corpora.Our results demonstrate that our model can separate some corpora according to whether they have a dominant ML or not but that the corpora span a range of mixing types that cannot be sorted neatly into an insertional vs. alternational dichotomy.
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Universal Dependencies v1: A Multilingual Treebank Collection
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter et al. · 2016 · 1K citations · Full text
Burstiness and memory in complex systems
K.-I. Goh, Albert-Ĺaszló Barabási · Europhysics Letters (EPL) · 2008 · 532 citations