Natural Language Processing (NLP) makes use of Artificial Intelligence algorithms to extract meaningful information from unstructured texts, i.e., content that lacks metadata and cannot easily be ...indexed or mapped onto standard database fields. It has several applications, from sentiment analysis and text summary to automatic language translation. In this work, we use NLP to figure out similar structural linguistic patterns among several different languages. We apply the word2vec algorithm that creates a vector representation for the words in a multidimensional space that maintains the meaning relationship between the words. From a large corpus we built this vectorial representation in a 100-dimensional space for English, Portuguese, German, Spanish, Russian, French, Chinese, Japanese, Korean, Italian, Arabic, Hebrew, Basque, Dutch, Swedish, Finnish, and Estonian. Then, we calculated the fractal dimensions of the structure that represents each language. The structures are multi-fractals with two different dimensions that we use, in addition to the token-dictionary size rate of the languages, to represent the languages in a three-dimensional space. Finally, analyzing the distance among languages in this space, we conclude that the closeness there is tendentially related to the distance in the Phylogenetic tree that depicts the lines of evolutionary descent of the languages from a common ancestor.
What is involved in acquiring a new dialect - for example, when Canadian English speakers move to Australia or African American English-speaking children go to school? How is such learning different ...from second language acquisition (SLA), and why is it in some ways more difficult? These are some of the questions Jeff Siegel examines in this book, which focuses specifically on second dialect acquisition (SDA). Siegel surveys a wide range of studies that throw light on SDA. These concern dialects of English as well as those of other languages, including Dutch, German, Greek, Norwegian, Portuguese and Spanish. He also describes the individual and linguistic factors that affect SDA, such as age, social identity and language complexity. The book discusses problems faced by students who have to acquire the standard dialect without any special teaching, and presents some educational approaches that have been successful in promoting SDA in the classroom.
This volume illustrates how language revival movements in Russia and elsewhere have often followed a specific pattern of literacy bias in the promotion of a minority’s heritage language, partly ...neglecting the social and relational aspects of orality. Using the Vepsian Renaissance as an example, this volume brings to the surface a literacy-orality dualism new to the discussion around revival movements. In addition to the more-theoretically oriented scopes, this book addresses all the actors involved in revival movements including activists, scholars and policy-makers, and opens a discussion on literacy and orality, and power and agency in the multiple relational aspects of written and oral practices. This study addresses issues common to language revival movements worldwide and will appeal to researchers of linguistic anthropology, sociolinguistics, education and language policy, and culture studies.
Language politics in the new global era presents policymakers with significant ethical challenges. How should the reality of English as a global language influence the normative considerations ...underpinning national language policies? What moral arguments justify the imposition of national languages in an era of increased immigration and ethnolinguistic diversity? What role is there for non-dominant varieties in a globalised world? Building on the emerging notion of 'normative language policy', this book proposes an integrated framework for the study of such questions, combining recent normative work on language in political theory and philosophy with empirically-derived insight from the fields of sociolinguistics and applied linguistics. The case of Quebec forms the backdrop of the study, providing a particularly illuminating setting for investigating the common moral challenges that face contemporary polities seeking to maintain distinct linguistic identities, in an irreducibly diverse world increasingly dominated by English as a global lingua franca.
Language, this book argues, is political from top to bottom, whether considered at the level of an individual speaker’s choice of language or style of discourse with others (where interpersonal ...politics are performed), or at the level of political rhetoric, or indeed all the way up to the formation of national languages. By bringing together this set of topics and highlighting how they are interrelated, the book will function well as a textbook on any applied or sociolinguistic course in which some or all of these various aspects of the politics of language are covered. The chapter headings include:
*How politics permeates language (and vice-versa)
*Language and nation
*The social politics of language choice and linguistic correctness
*Politics embedded in language
*Taboo language and its restriction
*Rhetoric, propaganda and interpretation
*Power, hegemony and choices
This open access book analyzes language education through a socio-material framework. The authors revisit their position as researchers by decentering themselves and humans in general from the main ...focus of research activities and giving way to the materialities that are agentive but often overlooked parts of our research contexts and processes. Through this critical posthumanist realism, they are able to engage in research that sees society as an ethical interrelationship between humans and the material world and explore the socio-materialities of language education from the perspectives of material agency, spatial and embodied materiality, and human and non-human assemblages. Each chapter explores language educational contexts through a unique lens of (socio)materiality. Based on how the authors conceptualize (socio)materiality, the book is organized in three sections that seek answers to the following overarching questions: In what ways do material agencies emerge in language educational contexts? How are educational choices and experiences intertwined with materialities of spaces and bodies? What assemblages of human and non-human may occur in language education contexts? Each chapter questions, in its own way, the notion of the human subject as rational, enlightened being and sole possessor of agency, and offers examples of allowing for other-than-human agency to enter the picture. Together, the contributors exemplify how researchers who have been committed to social constructionist thinking for most of their careers learn to make space for new theories, thus inspiring and encouraging readers to remain open for new intellectual and embodied endeavors.
Over the last thirty years, two social developments have occurred that have led to a need for change in language policy in Japan. One is the increase in the number of migrants needing opportunities ...to learn Japanese as a second language, the other is the influence of electronic technologies on the way Japanese is written. This book looks at the impact of these developments on linguistic behaviour and language management and policy, and at the role of language ideology in the way they have been addressed. Immigration-induced demographic changes confront long cherished notions of national monolingualism and technological advances in electronic text production have led to textual practices with ramifications for script use and for literacy in general. The book will be welcomed by researchers and professionals in language policy and management and by those working in Japanese Studies.
How do we construct national identities in discourse? Which topics, which discursive strategies and which linguistic devices are employed to construct national sameness and uniqueness on the one ...hand, and differences to other national collectives on the o
Code Choice in the Language Classroom argues that the foreign language classroom is and should be regarded as a multilingual community of practice rather than as a perpetually deficient imitator of ...an exclusive second-language environment. From a sociocultural and ecological perspective, Levine guides the reader through a theoretical, empirical, and pedagogical treatment of the important roles of the first language, and of code-switching practices, in the language classroom. Intended for SLA researchers, language teachers, language program directors, and graduate students of foreign languages and literatures, the book develops a framework for thinking about all aspects of code choice in the language classroom and offers concrete proposals for designing and carrying out instruction in a multilingual classroom community of practice.
When analyzed in multilingual contexts, English is often treated as an entity that is separable from its linguistic environment. It is often the case, however, that multilinguals use English in ...hybrid and transcultural ways. This book explores how multilingual East Africans make use of English as a local resource in their everyday practices by examining a range of domains, including workplace conversation, beauty pageants, hip hop and advertising. Drawing on the Bakhtinian concept of multivocality, the author uses discourse analysis and ethnographic approaches to demonstrate the range of linguistic and cultural hybridity found across these domains, and to consider the constraints on hybridity in each context. By focusing on the cultural and linguistic bricolage in which English is often found, the book illustrates how multilinguals respond to the tension between local identification and dominant conceptualizations of English as a language for global communication.
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