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Corpus-based dialectometry with topic models 基于语料库的方言测量与主题模型
Pub Date : 2024-05-20 DOI: 10.1017/jlg.2024.6
Olli Kuparinen, Yves Scherrer
This paper presents a topic modeling approach to corpus-based dialectometry. Topic models are most often used in text mining to find latent structure in a collection of documents. They are based on the idea that frequently co-occurring words present the same underlying topic. In this study, topic models are used on interview transcriptions containing dialectal speech directly, without any annotations or preselected features. The transcriptions are modeled on complete words, on character n-grams, and after automatical segmentation. Data from three languages, Finnish, Norwegian, and Swiss German, are scrutinized. The proposed method is capable of discovering clear dialectal differences in all three datasets, while reflecting the differences between them. The method provides a significant simplification of the dialectometric workflow, simultaneously saving time and increasing objectivity. Using the method on non-normalized data could also benefit text mining, which is the traditional field of topic modeling.
本文介绍了一种基于语料库的方言测量的主题建模方法。主题模型最常用于文本挖掘,以发现文档集中的潜在结构。它们基于这样一种观点,即经常出现的词呈现出相同的基本主题。在本研究中,主题模型直接用于包含方言语音的访谈记录,没有任何注释或预选特征。这些转录分别根据完整的单词、字符 n-grams,以及自动分段后进行建模。对芬兰语、挪威语和瑞士德语三种语言的数据进行了仔细研究。所提出的方法能够在所有三个数据集中发现明显的方言差异,同时反映出它们之间的差异。该方法大大简化了方言测量工作流程,同时节省了时间并提高了客观性。在非规范化数据上使用该方法还有利于文本挖掘,而文本挖掘是主题建模的传统领域。
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引用次数: 0
Linguistic tug-of-war: regional perceptions of Ukrainian 语言角力:各地区对乌克兰语的看法
Pub Date : 2024-05-09 DOI: 10.1017/jlg.2024.9
Nathan A. Marks
The present study offers an examination of attitudes and perceptions of the Ukrainian language by respondents who have lived at least half of their life in Ukraine; they were asked to draw on a map of Ukraine where the most correct Ukrainian is spoken and where the Ukrainian that grates on one’s ears is spoken. Recruitment for the online survey was conducted by placing ads on several Ukrainian-language Facebook pages, along with a link to the survey. The findings presented are from a total of 90 analyzed surveys. Respondents’ maps were analyzed and compared using QGIS software. The research demonstrates that that there is a tug-of-war of correctness between Kyiv and Lviv. It also shows that there is an overall tendency of native speakers to evaluate the Transcarpathian region as the area that grates one’s ears.
本研究考察了在乌克兰生活过至少一半时间的受访者对乌克兰语的态度和看法;受访者被要求在乌克兰地图上画出哪里说的乌克兰语最正确,哪里说的乌克兰语最刺耳。在线调查的招募工作是通过在几个乌克兰语 Facebook 页面上发布广告,并附上调查链接来进行的。所提供的调查结果来自总共 90 份分析过的调查问卷。受访者的地图使用 QGIS 软件进行了分析和比较。研究表明,基辅和利沃夫之间存在着正确性的角力。研究还表明,母语为外喀尔巴阡地区的人总体上倾向于将该地区评价为 "刺耳 "地区。
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引用次数: 0
Detecting linguistic variation with geographic sampling 通过地理抽样检测语言变异
Pub Date : 2024-05-06 DOI: 10.1017/jlg.2024.8
Ezequiel Koile, George Moroz
Geolectal variation is often present in settings where one language is spoken across a vast geographic area. This can be found in phonological, morphosyntactic, and lexical features. For practical reasons, it is not always possible to conduct fieldwork in every single location of interest in order to obtain the full pattern of variation, and a sample of them must be chosen. We propose and test a method for sampling these locations, with the goal of obtaining a distribution of typological features representative of the whole area. We apply k-means and hierarchical clustering algorithms for defining this sample, based on their geographic distribution. We test our methods against simulated data with several spatial configurations, and also against real data from Circassian dialects (Northwest Caucasian). Our results show an efficiency significantly higher than random sampling for detecting this variation, which makes our method profitable to fieldworkers when designing their research.
地缘语言变异经常出现在一种语言被广泛使用的情况下。这可以在语音、形态句法和词汇特征中发现。由于实际原因,我们不可能在每一个感兴趣的地点都进行实地调查,以获得完整的变异模式,因此必须选择其中的一个样本。我们提出并测试了一种对这些地点进行抽样的方法,目的是获得代表整个地区的类型特征分布。我们根据样本的地理分布情况,采用 K 均值和分层聚类算法来定义样本。我们用几种空间配置的模拟数据以及切尔卡西亚方言(西北高加索语)的真实数据对我们的方法进行了测试。我们的结果表明,在检测这种变异方面,我们的效率明显高于随机抽样,这使我们的方法在实地工作者设计研究时有利可图。
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引用次数: 0
Broad, strong, and soft: Using geospatial analysis to understand folk-linguistic terminology 宽、强、软:利用地理空间分析理解民间语言术语
Pub Date : 2024-04-12 DOI: 10.1017/jlg.2024.10
H. Dann, R. Drummond, Sarah Tasker, Chris Montgomery, Sadie Durkacz Ryan, Erin Carrie
This study uses a modified online version of the “draw-a-map” task and Garrett, Williams, and Evans’ (2005b) “keywords” methodology to explore the geospatial distribution of different accent and dialect labels and descriptors in Greater Manchester, UK. Specifically, we consider the distribution of the three most frequent labels related to “accentedness”: Broad, Strong, and Soft, as provided by 349 Greater Manchester residents. This analysis finds that these descriptors were clustered in separate areas of Greater Manchester, suggesting that they were being used to describe perceptually distinct varieties of English. In order to uncover the nuances in these folk-linguistic terms, we consider how they correlate with other concepts emerging from the dataset, finding that they are being used to differentiate between varieties with contrasting social associations. By combining innovative approaches, this study demonstrates how the subtleties of folk-linguistic modes of awareness can be uncovered through in-depth analysis of the terminology employed to describe linguistic variation on a very local scale. In so doing, it paves the way for further development of draw-a-map techniques that will enable similarly nuanced analysis in different regions, thus pushing the sub-discipline forward.
本研究采用经过修改的在线版 "绘制地图 "任务和 Garrett、Williams 和 Evans(2005b)的 "关键词 "方法来探讨英国大曼彻斯特地区不同口音和方言标签及描述符的地理空间分布情况。具体来说,我们考虑了与 "口音 "相关的三个最常见标签的分布情况:由 349 名大曼彻斯特地区居民提供。分析发现,这些描述词集中在大曼彻斯特地区的不同区域,这表明它们被用来描述感知上不同的英语变体。为了揭示这些民间语言术语的细微差别,我们考虑了它们与数据集中出现的其他概念之间的关联,发现它们被用来区分具有不同社会关联的英语变体。通过结合创新方法,本研究展示了如何通过深入分析用于描述地方性语言变异的术语来发现民间语言认知模式的微妙之处。在此过程中,它为绘制地图技术的进一步发展铺平了道路,这种技术将能够在不同地区进行类似的细微分析,从而推动该分支学科向前发展。
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引用次数: 0
Perceptions of regional origin and social attributes of phonetic variants used in Iberian Spanish 伊比利亚西班牙语语音变体的地域起源和社会属性
Pub Date : 2023-09-22 DOI: 10.1017/jlg.2023.6
Nicholas Henriksen, Lorenzo García-Amaya, Micha Fischer, Jessica Czapla, Natalie Dakki, Amber Galvano, Sarah Khansa, Ellie G. Maly, Zoe Phillips, Vidhya Premkumar, Stepan Topouzian, Thomas Wiaduck
Abstract Sociodemographic information, such as a speaker’s regional origin, is intimately related to the judgments and social evaluations that listeners assign to that speaker. This association between linguistic form and social information can also lead to linguistic profiling, a harmful form of discrimination. The present study examines the geographic classifications and social attitudes attributed to ten phonetic variants used within regional varieties of Iberian (i.e., European) Spanish. We are specifically interested in understanding listeners’ geographical classifications and language attitudes held toward Andalusian Spanish, which is a less privileged regional variety spoken in Spain’s southern region, as compared to north-central Peninsular Spanish (NCPS). The results of an online survey show that 165 listeners were fairly consistent when geographically classifying Andalusian-sounding stimuli as originating from the south of Spain. Importantly, the respondents also attributed less favorable social meaning to the Andalusian-sounding stimuli in comparison to the NCPS-sounding stimuli. We link the findings to broader themes in sociolinguistics, such as language-based discrimination, linguistic insecurity, and the social motivations of language change.
社会人口学信息,如说话者的地域出身,与听众对说话者的判断和社会评价密切相关。语言形式和社会信息之间的这种联系也可能导致语言侧写,这是一种有害的歧视形式。本研究考察了伊比利亚(即欧洲)西班牙语区域变体中使用的十个语音变体的地理分类和社会态度。我们特别感兴趣的是了解听众的地理分类和对安达卢西亚西班牙语的语言态度,与中北部半岛西班牙语(nps)相比,安达卢西亚西班牙语是西班牙南部地区使用的一种特权较少的地区品种。一项在线调查的结果显示,165名听众在将安达卢西亚语的刺激物从地理位置上划分为来自西班牙南部时,表现得相当一致。重要的是,与听起来像ncps的刺激相比,被调查者还认为听起来像安达卢西亚语的刺激没有那么有利的社会意义。我们将这些发现与社会语言学中更广泛的主题联系起来,如基于语言的歧视、语言不安全感和语言变化的社会动机。
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引用次数: 0
A question of dominance: Statistically approaching grammatical variation in German standard language across borders 支配地位的问题:统计分析跨国界德语标准语言的语法变化
Pub Date : 2023-09-07 DOI: 10.1017/jlg.2023.4
Elisabeth Scherr, Arne Ziegler
This paper revisits the question of national varieties in German, a concept that still has not found solid empirical proof, at least not from a quantitative-etic perspective. The question raised is how data collected in the course of the international research project, Variantengrammatik des Standarddeutschen (Handbook of Grammatical Variation in Standard German), and the application of spatial statistical methods to geographical variant distribution patterns can contribute to this discussion. With the aid of Factor Analysis and spatially modified clustering of variant distribution patterns it is shown that—at least from a quantitative/corpus linguistic point of view—there is no evidence for assuming nation-specific varieties. Importantly, this result does not imply the existence of a homogenous German standard language; rather, it is argued that geographical variation does not self-evidently legitimize the assumption of standard varieties.
本文重新审视了德语的民族品种问题,这一概念仍然没有找到坚实的经验证据,至少没有从定量的角度来看。提出的问题是,国际研究项目Variantengrammatik des Standarddeutschen(标准德语语法变异手册)过程中收集的数据,以及空间统计方法对地理变异分布模式的应用,如何有助于这一讨论。借助因子分析和变异分布模式的空间修正聚类,至少从数量/语料库语言学的角度来看,没有证据表明存在民族特异性变异。重要的是,这个结果并不意味着存在一种同质的德语标准语言;相反,有人认为,地理差异并不能不言而喻地使标准品种的假设合法化。
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引用次数: 0
Social factors in accent recognition: a large-scale study in perceptual dialectology 口音识别中的社会因素:知觉方言的大规模研究
Pub Date : 2023-07-11 DOI: 10.1017/jlg.2023.3
Anne-France Pinget, C. Voeten
This perceptual-dialectology study investigates how listener-related social factors impact the geographical recognition of regional accents. In contrast to much prior research on English, our focus is on Dutch, which lends itself well to our study, allowing for notable regional accents within a well-defined standard language. Using a map-based recognition task in which 1,578 listeners placed forty representative speakers on a map based on fragments of their speech, we investigated the regional biases in accent recognition and the extent to which each listener’s awareness of these depends on their familiarity and proximity. Education, geographical knowledge, and distance to listeners’ own regions significantly predicted their accent-recognition accuracy. Moreover, we found a curvilinear age effect, which we interpret in terms of age-related changes in geographical and social mobility. We show how these effects in our design lead to meaningful accent-recognition patterns in groups of listeners.
这一感知方言研究探讨了与听者相关的社会因素如何影响地域口音的地理识别。与之前对英语的许多研究相反,我们的重点是荷兰语,它很适合我们的研究,允许在定义明确的标准语言中出现明显的地区口音。在一项基于地图的识别任务中,我们让1578名听众根据他们的讲话片段在地图上放置了40个有代表性的发言者,我们调查了口音识别中的区域偏见,以及每个听众对这些偏见的认识程度取决于他们的熟悉程度和接近程度。受教育程度、地理知识和与听者所在地区的距离显著地预测了他们口音识别的准确性。此外,我们发现了一个曲线年龄效应,我们解释了地理和社会流动性的年龄相关变化。我们在设计中展示了这些影响如何在听众群体中产生有意义的口音识别模式。
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引用次数: 0
Stereotypes, language, and race: Spaniards’ perception of Latin American immigrants 刻板印象、语言和种族:西班牙人对拉丁美洲移民的看法
Pub Date : 2023-07-11 DOI: 10.1017/jlg.2023.5
W. Chappell, Sonia Barnes
The present study explores how two symbolic boundaries—linguistic variety and race—intersect, influencing how Latin American immigrants are perceived in Spain. To this end, 217 Spaniards participated in an experiment in which they evaluated three men along a series of social properties, but they were presented with different combinations of linguistic variety (Argentinian, Colombian, or Spanish) and race (a White or Mestizo photograph). The results of mixed-effects regression models found that linguistic variety conditioned participants’ evaluations of status, occupational prestige, solidarity, and trustworthiness, and both variety and race conditioned evaluations of religiousness. We contend that linguistic features become associated with a specific group of people through rhematization (Gal, 2005; Irvine & Gal, 2000) and, by extension, ideologies link those people with stereotypical characteristics. We conclude that the “ideological twinning” (Rosa & Flores, 2017) of race and linguistic variety can enhance stereotypes toward immigrants and impact their experiences in the receiving country.
本研究探讨了语言多样性和种族这两个象征性边界是如何交叉的,影响了拉丁美洲移民在西班牙的看法。为此,217名西班牙人参加了一项实验,他们根据一系列社会特征对三名男性进行了评估,但他们被呈现出语言多样性(阿根廷语、哥伦比亚语或西班牙语)和种族的不同组合(一张白人或梅斯提索人的照片)。混合效应回归模型的结果发现,语言多样性制约了参与者对地位、职业声望、团结和可信度的评价,而多样性和种族都制约了对宗教信仰的评价。我们认为,语言特征通过修辞与特定人群联系在一起(Gal,2005;Irvine&Gal,2000),进而,意识形态将这些人与刻板特征联系在一起。我们得出的结论是,种族和语言多样性的“意识形态结对”(Rosa&Flores,2017)会增强对移民的刻板印象,并影响他们在接受国的经历。
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引用次数: 1
Locating place in variationist sociolinguistics: Making the case for ethnographically informed multidimensional place orientation metrics 在变异社会语言学中定位位置:为民族志提供多维位置取向度量
Pub Date : 2023-05-18 DOI: 10.1017/jlg.2023.2
Katie Carmichael
Variationist research has much to gain from deepening engagement with theories about place, defined as space imbued with social meaning. One challenge that variationists face is how to adapt the complex and multifaceted aspects of place orientation into a single measure that can be included in models of sociolinguistic variation. In this paper, I advocate for an ethnographic approach to place, providing an example from Greater New Orleans, where post-Katrina displacement has highlighted individual connections to place. Using an ethnographically informed multidimensional place orientation metric (MPOM), I examine two local linguistic features among speakers from the suburban town of Chalmette, Louisiana according to place orientation. Via statistical modeling and case study of individual speakers, I demonstrate the value of MPOMs in quantitative analysis of sociolinguistic variation, arguing for further theorization of place orientation in our research and providing a model for variationist sociolinguists interested in engaging more with place theory.
变分主义研究可以从深入参与关于场所的理论中获得很多好处,场所被定义为充满社会意义的空间。变异论者面临的一个挑战是,如何将地点取向的复杂和多方面因素调整为一个单一的衡量标准,并将其纳入社会语言学变异模型中。在这篇论文中,我主张用人种学的方法来看待地方,以大新奥尔良为例,卡特里娜飓风后的流离失所凸显了个人与地方的联系。使用人种学信息的多维地点定向度量(MPOM),我根据地点定向研究了路易斯安那州查尔米特郊区城镇说话者的两个地方语言特征。通过对个别说话者的统计建模和案例研究,我证明了MPOM在社会语言学变异定量分析中的价值,主张在我们的研究中进一步理论化地方取向,并为有兴趣更多地参与地方理论的变异主义社会语言学家提供了一个模型。
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引用次数: 0
A comparative study of English vowel shifts and vowel space area among Korean Americans in three dialect regions 三个方言区韩裔美国人英语元音移位和元音空间面积的比较研究
Pub Date : 2023-03-23 DOI: 10.1017/jlg.2023.1
Andrew Cheng, Lisa Jeon, Dot-Eum Kim
Recent sociophonetic research has focused on the ways in which race and ethnicity influence language as well as how language is used to construct racial and ethnic identity. Comparisons of the speech of members of one ethnic group across different regions are still uncommon. In this study, fifty-one native American English speakers of Korean descent, hailing from three different dialect areas of the United States (Los Angeles County and Orange County, California; Harris County, Texas; and Gwinnett County, Georgia), were recorded speaking English in casual interviews. Their speech was analyzed for characteristics of local sound patterns in each region, including the Short Front Vowel Shift (California Vowel Shift) and the Southern Vowel Shift, as well as overall Vowel Space Area. All three groups showed evidence of the Short Front Vowel Shift, and none demonstrated the Southern Vowel Shift. The Californian speakers had the smallest vowel spaces, while the Georgian speakers had the largest. We relate these findings to the ways Korean Americans in Texas and California understand their ethnic identity vis-à-vis a kind of metropolitan or urban speech style in a highly multicultural environment, while, in comparison, Korean Americans in Georgia may use vowel space to highlight their orientation toward or away from local mainstream (white) cultural identity.
最近的社会语音研究集中在种族和民族影响语言的方式,以及语言如何被用来构建种族和民族认同。将一个民族的成员在不同地区的言论进行比较仍然很少见。在这项研究中,来自美国三个不同方言区(加利福尼亚州洛杉矶县和奥兰治县、德克萨斯州哈里斯县和佐治亚州格温内特县)的51名韩国裔美国本土英语使用者在随机采访中说英语。分析了他们的语音中每个区域的局部音型特征,包括短前元音偏移(加利福尼亚元音偏移)和南部元音偏移,以及整体元音空间区域。所有三组都显示出短前元音移位的证据,没有一组显示出南部元音移位。加利福尼亚人的元音间距最小,而格鲁吉亚人的元音间隔最大。我们将这些发现与德克萨斯州和加利福尼亚州的韩裔美国人在高度多元文化环境中理解他们的种族身份的方式联系起来,而相比之下,佐治亚州的韩族美国人可能会使用元音空间来突出他们对当地主流(白人)文化身份的倾向。
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引用次数: 1
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Journal of linguistic geography
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