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        <title>Native Language Identification with User Generated Content</title>
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    <name type="personal">
        <namePart type="given">Ella</namePart>
        <namePart type="family">Rabinovich</namePart>
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            <title>Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing</title>
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            <namePart type="given">Ellen</namePart>
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    <abstract>We address the task of native language identification in the context of social media content, where authors are highly-fluent, advanced nonnative speakers (of English). Using both linguistically-motivated features and the characteristics of the social media outlet, we obtain high accuracy on this challenging task. We provide a detailed analysis of the features that sheds light on differences between native and nonnative speakers, and among nonnative speakers with different backgrounds.</abstract>
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%0 Conference Proceedings
%T Native Language Identification with User Generated Content
%A Goldin, Gili
%A Rabinovich, Ella
%A Wintner, Shuly
%Y Riloff, Ellen
%Y Chiang, David
%Y Hockenmaier, Julia
%Y Tsujii, Jun’ichi
%S Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
%D 2018
%8 oct nov
%I Association for Computational Linguistics
%C Brussels, Belgium
%F goldin-etal-2018-native
%X We address the task of native language identification in the context of social media content, where authors are highly-fluent, advanced nonnative speakers (of English). Using both linguistically-motivated features and the characteristics of the social media outlet, we obtain high accuracy on this challenging task. We provide a detailed analysis of the features that sheds light on differences between native and nonnative speakers, and among nonnative speakers with different backgrounds.
%R 10.18653/v1/D18-1395
%U https://aclanthology.org/D18-1395/
%U https://doi.org/10.18653/v1/D18-1395
%P 3591-3601

Markdown (Informal)

[Native Language Identification with User Generated Content](https://aclanthology.org/D18-1395/) (Goldin et al., EMNLP 2018)

• Native Language Identification with User Generated Content (Goldin et al., EMNLP 2018)

ACL

• Gili Goldin, Ella Rabinovich, and Shuly Wintner. 2018. Native Language Identification with User Generated Content. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 3591–3601, Brussels, Belgium. Association for Computational Linguistics.