A pair of experiments addressed two questions regarding listeners’ sociolinguistic knowledge: First, how do listeners use facts about speech to inform their beliefs about speakers? Second, and conversely, how might listeners use facts about speakers to inform their perceptions of speech? Results of Experiment 1 demonstrate that listeners can infer characteristics of speakers from their use of a...

Language is a social phenomenon and variation is inherent to its social nature. Recently, there has been a surge of interest within the computational linguistics (CL) community in the social dimension of language. In this article we present a survey of the emerging field of ”computational sociolinguistics" that reflects this increased interest. We aim to provide a comprehensive overview of CL r...

In this article, we present a novel approach towards the detection and modeling of complex social phenomena in multi-party discourse, including leadership, influence, pursuit of power and group cohesion. We have developed a two-tier approach that relies on observable and computable linguistic features of conversational text to make predictions about sociolinguistic behaviors such as Topic Contr...

Research into human communication has been grouped under two traditions: referential and sociolinguistic. The study of a communication behavior simultaneously from both paradigms appears to be absent. Basically, this paper analyzes the use of private and social speech, through both a referential task (Word Pairs) and a naturalistic dyadic setting (Lego-set) administered to a sample of 64 childr...

this study aimed to investigate the effects of economic status and level of education on the choice of address terms by iranian couples in shahrekord, iran. to this end, 50 couples were selected, based on their educational and economic statuses, and were studied in terms of their choice of address terms. a discourse completion task was used as the data elicitation technique and chi-square was c...

We present a method to discover robust and interpretable sociolinguistic associations from raw geotagged text data. Using aggregate demographic statistics about the authors’ geographic communities, we solve a multi-output regression problem between demographics and lexical frequencies. By imposing a composite `1,∞ regularizer, we obtain structured sparsity, driving entire rows of coefficients t...

Although variationist studies of sociolinguistic performance have greatly enhanced our understanding of speakers’ use of linguistic variables and their correspondence with social and contextual factors, these works have largely overlooked the perceptual complement of the production behavior they capture. This paper reports the results of a study which uses multidimensional scaling (MDS) to mode...

Although sociolinguists have performed a valuable service in challenging folk theories about African American English (AAE), they also have unwittingly participated in the construction of sociolinguistic folklore about variation and change in AAE. Several examples of sociolinguistic myths are presented, including the supraregional myth, the change myth, and the social stratification myth. Data ...

Recordings of natural speech play a central role in the diverse subdisciplines of linguistics. The reliance on speech recordings is especially profound in sociolinguistics, where scholars have developed a range of techniques for eliciting and analyzing natural speech. However, sociolinguists have rarely focused explicitly on the storage, management, and preservation of their data – the interfac...

This study involves automatically identifying the sociolinguistic characteristics of fictional characters in plays by analyzing their written “speech”. We discuss three binary classification problems: predicting the characters’ gender (male vs. female), age (young vs. old), and socioeconomic standing (upper-middle class vs. lower class). The text corpus used is an annotated collection of August...