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- W2888387165 abstract "This study presents the first Native Language Identification (NLI) study for L2 Portuguese. We used a sub-set of the NLI-PT dataset, containing texts written by speakers of five different native languages: Chinese, English, German, Italian, and Spanish. We explore the linguistic annotations available in NLI-PT to extract a range of (morpho-)syntactic features and apply NLI classification methods to predict the native language of the authors. The best results were obtained using an ensemble combination of the features, achieving (54.1%) accuracy." @default.
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- W2888387165 date "2018-01-01" @default.
- W2888387165 modified "2023-10-14" @default.
- W2888387165 title "Portuguese Native Language Identification" @default.
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- W2888387165 doi "https://doi.org/10.1007/978-3-319-99722-3_12" @default.
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