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    <titleInfo>
        <title>You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification</title>
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    <name type="personal">
        <namePart type="given">Angelo</namePart>
        <namePart type="family">Basile</namePart>
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    <name type="personal">
        <namePart type="given">Malvina</namePart>
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            <namePart type="given">Anna</namePart>
            <namePart type="family">Korhonen</namePart>
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        <name type="personal">
            <namePart type="given">David</namePart>
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        <name type="personal">
            <namePart type="given">Lluís</namePart>
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    <abstract>Inspired by Labov’s seminal work on stylisticvariation as a function of social stratification,we develop and compare neural models thatpredict a person’s presumed socio-economicstatus, obtained through distant supervision,from their writing style on social media. Thefocus of our work is on identifying the mostimportant stylistic parameters to predict socio-economic group. In particular, we show theeffectiveness of morpho-syntactic features aspredictors of style, in contrast to lexical fea-tures, which are good predictors of topic</abstract>
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    <identifier type="doi">10.18653/v1/P19-1246</identifier>
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%0 Conference Proceedings
%T You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification
%A Basile, Angelo
%A Gatt, Albert
%A Nissim, Malvina
%Y Korhonen, Anna
%Y Traum, David
%Y Màrquez, Lluís
%S Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
%D 2019
%8 July
%I Association for Computational Linguistics
%C Florence, Italy
%F basile-etal-2019-write
%X Inspired by Labov’s seminal work on stylisticvariation as a function of social stratification,we develop and compare neural models thatpredict a person’s presumed socio-economicstatus, obtained through distant supervision,from their writing style on social media. Thefocus of our work is on identifying the mostimportant stylistic parameters to predict socio-economic group. In particular, we show theeffectiveness of morpho-syntactic features aspredictors of style, in contrast to lexical fea-tures, which are good predictors of topic
%R 10.18653/v1/P19-1246
%U https://aclanthology.org/P19-1246
%U https://doi.org/10.18653/v1/P19-1246
%P 2583-2593

Markdown (Informal)

[You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification](https://aclanthology.org/P19-1246) (Basile et al., ACL 2019)

• You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification (Basile et al., ACL 2019)

ACL

• Angelo Basile, Albert Gatt, and Malvina Nissim. 2019. You Write like You Eat: Stylistic Variation as a Predictor of Social Stratification. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 2583–2593, Florence, Italy. Association for Computational Linguistics.