A statistical method for the identification and aggregation of regional linguistic variation

This paper introduces a method for the analysis of regional linguistic variation. The method identifies individual and common patterns of spatial clustering in a set of linguistic variables measured over a set of locations based on a combination of three statistical techniques: spatial autocorrelation, factor analysis, and cluster analysis. To demonstrate how to apply this method, it is used to analyze regional variation in the values of 40 continuously measured, high-frequency lexical alternation variables in a 26-million-word corpus of letters to the editor representing 206 cities from across the United States.

Understanding U.S. regional linguistic variation with Twitter data analysis

We analyze a Big Data set of geo-tagged tweets for a year (Oct. 2013–Oct. 2014) to understand the regional linguistic variation in the U.S. Prior work on regional linguistic variations usually took a long time to collect data and focused on either rural or urban areas. Geo-tagged Twitter data offers an unprecedented database with rich linguistic representation of fine spatiotemporal resolution and continuity. From the one-year Twitter corpus, we extract lexical characteristics for twitter users by summarizing the frequencies of a set of lexical alternations that each user has used. We spatially aggregate and smooth each lexical characteristic to derive county-based linguistic variables, from which orthogonal dimensions are extracted using the principal component analysis (PCA). Finally a regionalization method is used to discover hierarchical dialect regions using the PCA components. The regionalization results reveal interesting linguistic regional variations in the U.S. The discovered regions not only confirm past research findings in the literature but also provide new insights and a more detailed understanding of very recent linguistic patterns in the U.S.

The acquisition of verbal paradigms in Dutch and Greek L2 children: cross-linguistic differences and inflectional defaults

Previous research with children learning a second language (L2) has reported errors with verb inflection and cross-linguistic variation in accuracy and error patterns. However, owing to the cross-linguistic complexity and diversity of different verbal paradigms, the cross-linguistic effects on the nature of default forms has not been directly addressed in L2 acquisition studies. In the present study, we compared accuracy and error patterns in verbal agreement inflections in L2 children acquiring Dutch and Greek, keeping the children’s L1 constant (Turkish). Results showed that inflectional defaults in Greek follow universal predictions regarding the morphological underspecification of paradigms. However, the same universal predictions do not apply to the same extent to Dutch. It is argued that phonological properties of inflected forms should be taken into account to explain cross-linguistic differences in the acquisition of inflection. By systematically comparing patterns in child L2 Dutch and Greek, this study shows how universal mechanisms and target language properties work in tandem in the acquisition of inflectional paradigms.

A statistical analysis of regional variation in adverb position in a corpus of written Standard American English

This paper investigates whether the position of adverb phrases in sentences is regionally patterned in written Standard American English, based on an analysis of a 25 million word corpus of letters to the editor representing the language of 200 cities from across the United States. Seven measures of adverb position were tested for regional patterns using the global spatial autocorrelation statistic Moran’s I and the local spatial autocorrelation statistic Getis-Ord Gi*. Three of these seven measures were indentified as exhibiting significant levels of spatial autocorrelation, contrasting the language of the Northeast with language of the Southeast and the South Central states. These results demonstrate that continuous regional grammatical variation exists in American English and that regional linguistic variation exists in written Standard English.

Dialect variation

Relatively little research on dialect variation has been based on corpora of naturally occurring language. Instead, dialect variation has been studied based primarily on language elicited through questionnaires and interviews. Eliciting dialect data has several advantages, including allowing for dialectologists to select individual informants, control the communicative situation in which language is collected, elicit rare forms directly, and make high-quality audio recordings. Although far less common, a corpus-based approach to data collection also has several advantages, including allowing for dialectologists to collect large amounts of data from a large number of informants, observe dialect variation across a range of communicative situations, and analyze quantitative linguistic variation in large samples of natural language. Although both approaches allow for dialect variation to be observed, they provide different perspectives on language variation and change. The corpus- based approach to dialectology has therefore produced a number of new findings, many of which challenge traditional assumptions about the nature of dialect variation. Most important, this research has shown that dialect variation involves a wider range of linguistic variables and exists across a wider range of language varieties than has previously been assumed. The goal of this chapter is to introduce this emerging approach to dialectology. The first part of this chapter reviews the growing body of research that analyzes dialect variation in corpora, including research on variation across nations, regions, genders, ages, and classes, in both speech and writing, and from both a synchronic and diachronic perspective, with a focus on dialect variation in the English language. Although collections of language data elicited through interviews and questionnaires are now commonly referred to as corpora in sociolinguistics and dialectology (e.g. see Bauer 2002; Tagliamonte 2006; Kretzschmar et al. 2006; D'Arcy 2011), this review focuses on corpora of naturally occurring texts and discourse. The second part of this chapter presents the results of an analysis of variation in not contraction across region, gender, and time in a corpus of American English letters to the editor in order to exemplify a corpus-based approach to dialectology.

Language and Letters of the Bluestocking Network : Sociolinguistic Issues in Eighteenth Century Epistolary English

This study deals with language change and variation in the correspondence of the eighteenth-century Bluestocking circle, a social network which provided learned men and women with an informal environment for the pursuit of scholarly entertainment. Elizabeth Montagu (1718 1800), a notable social hostess and a Shakespearean scholar, was one of their key figures. The study presents the reconstruction of Elizabeth Montagu s social networks from her youth to her later years with a special focus on the Bluestocking circle, and linguistic research on private correspondence between Montagu and her Bluestocking friends and family members between the years 1738 1778. The epistolary language use is investigated using the methods and frameworks of corpus linguistics, historical sociolinguistics, and social network analysis. The approach is diachronic and concerns real-time language change. The research is based on a selection of manuscript letters which I have edited and compiled into an electronic corpus (Bluestocking Corpus). I have also devised a network strength scale in order to quantify the strength of network ties and to compare the results of the linguistic research with the network analysis. The studies range from the reconstruction and analysis of Elizabeth Montagu s most prominent social networks to the analysis of changing morphosyntactic features and spelling variation in Montagu s and her network members correspondence. The linguistic studies look at the use of the progressive construction, preposition stranding and pied piping, and spelling variation in terms of preterite and past participle endings in the regular paradigm (-ed, - d, -d, - t, -t) and full / contracted spellings of auxiliary verbs. The results are analysed in terms of social network membership, sociolinguistic variables of the correspondents, and, when relevant, aspects of eighteenth-century linguistic prescriptivism. The studies showed a slight diachronic increase in the use of the progressive, a significant decrease of the stigmatised preposition stranding and increase of pied piping, and relatively informal but socially controlled epistolary spelling. Certain significant changes in Elizabeth Montagu s language use over the years could be attributed to her increasingly prominent social standing and the changes in her social networks, and the strength of ties correlated strongly with the use of the progressive in the Bluestocking Corpus. Gender, social rank, and register in terms of kinship/friendship had a significant influence in language use, and an effect of prescriptivism could also be detected. Elizabeth Montagu s network ties resulted in language variation in terms of network membership, her own position in a given network, and the social factors that controlled eighteenth-century interaction. When all the network ties are strong, linguistic variation seems to be essentially linked to the social variables of the informants.

Meän tapa puhua : Tornionlaakso pellolaisnuorten subjektiivisena paikkana ja murrealueena

This folk linguistic and human geographic study deals with dialect awareness, dialect use and place attachment. The study discusses theoretical and methodological issues current in sociolinguistics suggesting that the study of attitudes should be regarded as a core area in the study of variation and change. Furthermore, it is suggested that instead of putting effort into improving mental mapping methodology (adopted into folk linguistics from behavioural geography of the 1960 s), the more up-to-date thinking of space in geography should be adopted. The region and the dialect are treated as perceptual constructs in the study. The dialect perceptions of high school seniors in the Finnish Tornio Valley are examined trough a triangulation method involving a questionnaire, interviews and dialect recognition test as the research methods. The h in non-initial syllables (e.g. lähethä(ä)n, saunhaan ~ sauhnaan let s go into sauna ) turns out, expectedly, as the most salient feature in the dialect awareness of the locals and in terms of local identity construction. This feature is no longer heard in most of the present dialects of Finnish but is still thriving in the Tornio Valley in the cross-border dialect area. The metathetic variant (saunhaan > sauhnaan into sauna , käymhään > käyhmään to go ) is a characteristic feature of the Tornio Valley dialect. However, individual differences have long been found in the use of the h. This study challenges the essentialist variationist view of social categories (gender) by analysing variation from a quantitative but emic and human geographic point of view. The study shows that the variation of the h is statistically significantly patterned in terms of the degree of feeling of insideness vs. outsideness. New light is shed on the gender differences found in earlier sociolinguistic studies: differences in dialect use between and inside gender groups are illuminated by the fact that, in this case, it is young women who are generally less attached to the local community than young men, but this does not hold for all the individuals. The ideological motivation for preservation of the h seems to be based on the imagined community of Tornio Valley covering both the Swedish and the Finnish valley area. The general image of the dialect area and it s speakers, the shared cognitive dialect boundaries of the locals and the particularly deep level of awaress of the linguistic variation of the h are notable resources of the Tornio valley identity. Hyperdialectic forms analogical to the most frequently attested metathetic forms are found in the interview data, predicting that in this dialect the h will be maintained also in the future.

A translação de sentidos entre língua e classe social

Ao se falar de língua, fala-se da classe social que se imagina associada a essa mesma língua. Fundamentada na Análise do Discurso Franco-Brasileira (iniciada na França pelo grupo de Michel Pêcheux e retrabalhada no Brasil a partir de formulações de Eni Orlandi) e analisando corpòra diversos, que se encontram em gramáticas, dicionários, manuais de redação jornalística e o jornal carioca Meia Hora de Notícias, esta dissertação busca entender como os sentidos sobre língua e classe social vão sendo constituídos ao mesmo tempo. A Análise do Discurso com que este estudo vai trabalhar se apresenta como um campo inserido no entremeio das ciências humanas e sociais. Entre as principais questões levantadas por este campo, estão as crenças ilusórias em que as palavras emanam sentidos próprios, apropriados, e em que o sujeito é o dono de seu dizer e de suas intenções. Entende-se, na Análise do Discurso, que os sentidos são irrecorrivelmente formados ideologicamente, e que o sujeito se constitui analogamente, por processos inconscientes que não deixam de fora também a historicidade das relações sociais. Dessa forma, para se compreender como se dão as relações entre as formações de sentido entre língua e classe social, importará a depreensão do funcionamento discursivo do tratamento que os instrumentos de gramatização dão à variedade linguística. No Meia Hora, também se procura analisar de que modo um jornal vai significando, inscrito numa prática jornalística determinada, língua e classe social concomitantemente, através do uso de uma língua imaginária

O vocativo nem no imaginário linguístico brasileiro

Este estudo tem por objetivo analisar o vocativo nem, oriundo do dialeto social da cidade do Rio de Janeiro, no imaginário linguístico brasileiro, a partir do conceito de Patrick Charaudeau (2008) sobre o imaginário sociodiscursivo. A perspectiva teórica abordada está centrada na Análise do Discurso. Apresenta-se, no início, o referencial teórico que embasou o estudo e, posteriormente, descreve-se o percurso da pesquisa, que contempla o corpus colhido em redes sociais de relacionamento e blogs. Além do material encontrado para a pesquisa, também foram aproveitadas algumas experiências pessoais sobre o tema, tanto em sala de aula, quanto em conversas com amigos. Durante a pesquisa, buscou-se realizar a descrição do vocábulo, a partir de breves comentários a respeito da variação linguística e preconceito linguístico, bem como sobre atitudes, crenças e imaginários. A análise conduzida demonstrou os tipos de crença negativa que circulam em determinado grupo social, bem como a construção da identidade, de alguns indivíduos das classes consideradas desprestigiadas socialmente, que pode ser percebida por determinadas atitudes dos falantes. Há algum tempo, não era observada nos falantes uma afirmação da identidade. Esse comportamento recente só pode ser analisado dessa forma, visto que este estudo aconteceu quase que em tempo real. Como resultado, a pesquisa revelou o imaginário negativo que os falantes da variedade prestigiosa da língua cultivam em relação aos usos, e aos usuários, do referido item lexical. Da mesma forma, foi observado como os usuários do vocativo se posicionavam frente à rejeição. Tais reflexões podem colaborar para os estudos linguísticos de forma a minimizar o preconceito linguístico no ensino da língua materna em relação à variedade que faz parte do dialeto desprestigiado socialmente

Teoria, proposta e aplicação de uma sequência didática em Educação Linguística: trabalhando os conceitos de língua, gramáticas e normas linguísticas no nono ano do Ensino Fundamental

O ensino-aprendizagem da disciplina Língua Portuguesa se apresenta como um desafio para professores e alunos; muito disso se deve à falta de reconhecimento da diversidade linguística (LIMA, 2014). Há uma tendência no ambiente escolar em se valorizar apenas uma norma linguística, ignorando as diferentes normas que fazem parte do convívio em sociedade. Com isso, os discentes entram em conflito, pois aquilo que é apresentado para eles como a Língua Portuguesa está bem distante da sua experiência pessoal com a língua. Em via de eliminar esse conflito, os PCNs e o PNLD estabelecem a inserção do tema variação linguística no conteúdo programático da disciplina Língua Portuguesa. Entretanto, ainda perdura uma lacuna no tratamento desse tema. A preocupação em preencher essa lacuna motivou este trabalho, que teve como objetivo principal propor e aplicar uma sequência didática que abordasse os seguintes temas: língua, gramáticas e normas linguísticas, a fim de contribuir com a realização de uma Educação Linguística eficaz (BAGNO; RANGEL, 2005). Esses três conteúdos principais geraram desdobramentos que proporcionaram a discussão dos seguintes tópicos: variação e preconceito linguísticos. A sequência didática elaborada é composta por oito etapas em que são intercalados momentos de aula expositiva e de atividades lúdicas. A aplicação da proposta de sequência didática ocorreu em uma turma de nono ano do Ensino Fundamental de um CIEP (Centro Integrado de Educação Pública) localizado na Zona Oeste da cidade do Rio de Janeiro. As ferramentas utilizadas para identificar os conteúdos assimilados pelos alunos foram a avaliação da participação da turma e os resultados de quatro atividades específicas. Considerando a complexidade e o ineditismo dos conceitos apresentados na sequência didática, o desempenho da classe foi satisfatório. Os alunos também responderam a dois questionários, um no início da sequência e outro ao final, que tinham o propósito de avaliar se houve mudança com relação ao entendimento da existência de variação linguística e do preconceito linguístico. O primeiro questionário revelou que a maioria dos alunos já havia sofrido e praticado preconceito linguístico; já o segundo mostrou que a maioria dos discentes assimilou a noção de preconceito linguístico e rompeu com a ideia de certo e errado na língua. Como objetivo secundário, este trabalho intentou deixar um legado para professores, pois com esta dissertação a ação não ficará limitada apenas ao nono ano daquele CIEP, mas poderá contribuir com o ensino linguístico de diversas escolas; e para pesquisadores, pois este registro descreve um modelo de trabalho acadêmico em que se pretendeu aplicar o princípio de indissociabilidade entre ensino, pesquisa e extensão. A expectativa é que, somados a trabalhos similares, seja possível abrir um precedente de trabalhos acadêmicos fundamentados teoricamente e desenvolvidos de forma prática, além de realizados com preocupações sociais e educacionais

La idiosincrasia del lenguaje almodovariano y su repercusión sobre la traducción. Analisis de algunas de las soluciones en el campo de la variación lingüística del subtitulado en polaco de “Volver” (2006)

The identification of an original and idiosyncratic style in the work of the Spanish filmmaker Pedro Almodóvar provides the tone of the speech with a semantic function: linguistic variation and specific registers help to transmit the message and intention of the author. As a consequence of this, the possibilities for the translation being carried away in similar linguistic terms to those of the original text will be higher than in texts without linguistic peculiarities or stylistically unmarked. The purpose of this paper is to reflect on the influence exerted by the original author in the reception of his work abroad and, consequently, in its translation. In this sense, we will analyse the informative value of certain linguistic uses as well as the importance of enriching stylistically the subtitles in these connotative texts through the example of Almodóvar’s film "Volver" and its translation into Polish (2006).