The experimental philosophy movement advocates the use of empirical methods in philosophy. The methods most often discussed and in fact employed in experimental philosophy are appropriated from the experimental paradigm in psychology. But there is a variety of other (at least partly) empirical methods from various disciplines that are and others that could be used in philosophy. The paper explores the application of corpus analysis to philosophical issues. Although the method is well established in linguistics, there are only (...) a few tentative attempts of philosophers to utilise it. Examples are introduced and the merit of corpus analysis is compared to that of using general internet search engines and questionnaires for similar purposes. (shrink)

Quand l’analyse de corpus réfute des idées reçues : le cas de l’interpolation dans des dialectes du portugais européenCet article analyse l’interpolation (c’est-à-dire la possibilité d’occurrence d’un proclitique séparé du verbe) comme un trait des dialectes du portugais européen (PE) contemporain, tel qu’il est montré par les données fournies par le Syntax-oriented Corpus of Portuguese Dialects – CORDIAL-SIN. Les objectifs de cet étude sont les suivants : (i) décrire les propriétés des constructions d’interpolation dans les dialectes contemporains du (...) PE ; (ii) comprendre la corrélation entre l’interpolation et les propriétés d’autres constructions avec clitiques dans les mêmes dialectes ; (iii) fournir une perspective diachronique sur l’interpolation non-standard en tenant compte de l’histoire générale de l’interpolation. La recherche sur ce thème, dont les résultats sont présentés en détail dans Magro (2007), montre que, dans beaucoup de dialectes contemporains du PE, l’interpolation actuelle est une construction très productive qui possède des traits particuliers, qui la différencient de l’interpolation du PE ancien. Cette étude montre que, contrairement à ce qu’on croit d’habitude, l’interpolation n’est pas un trait archaïque mais plutôt une innovation récente dans la grammaire du PE. L’analyse présentée adopte la structure de la grammaire définie dans le cadre de la Morphologie Distribuée (Distributed Morphology, Halle & Marantz 1993, 1994), en considérant l’interpolation comme une instance d’une opération de déplacement post-syntaxique qui a lieu au stade final d’une dérivation. (shrink)

Quand l’analyse de corpus réfute des idées reçues : le cas de l’interpolation dans des dialectes du portugais européenCet article analyse l’interpolation (c’est-à-dire la possibilité d’occurrence d’un proclitique séparé du verbe) comme un trait des dialectes du portugais européen (PE) contemporain, tel qu’il est montré par les données fournies par le Syntax-oriented Corpus of Portuguese Dialects – CORDIAL-SIN. Les objectifs de cet étude sont les suivants : (i) décrire les propriétés des constructions d’interpolation dans les dialectes contemporains du (...) PE ; (ii) comprendre la corrélation entre l’interpolation et les propriétés d’autres constructions avec clitiques dans les mêmes dialectes ; (iii) fournir une perspective diachronique sur l’interpolation non-standard en tenant compte de l’histoire générale de l’interpolation. La recherche sur ce thème, dont les résultats sont présentés en détail dans Magro (2007), montre que, dans beaucoup de dialectes contemporains du PE, l’interpolation actuelle est une construction très productive qui possède des traits particuliers, qui la différencient de l’interpolation du PE ancien. Cette étude montre que, contrairement à ce qu’on croit d’habitude, l’interpolation n’est pas un trait archaïque mais plutôt une innovation récente dans la grammaire du PE. L’analyse présentée adopte la structure de la grammaire définie dans le cadre de la Morphologie Distribuée (Distributed Morphology, Halle & Marantz 1993, 1994), en considérant l’interpolation comme une instance d’une opération de déplacement post-syntaxique qui a lieu au stade final d’une dérivation. (shrink)

Children show a remarkable degree of consistency in learning some words earlier than others. What patterns of word usage predict variations among words in age of acquisition? We use distributional analysis of a naturalistic corpus of child‐directed speech to create quantitative features representing natural variability in word contexts. We evaluate two sets of features: One set is generated from the distribution of words into frames defined by the two adjacent words. These features primarily encode syntactic aspects of word (...) usage. The other set is generated from non‐adjacent co‐occurrences between words. These features encode complementary thematic aspects of word usage. Regression models using these distributional features to predict age of acquisition of 656 early‐acquired English words indicate that both types of features improve predictions over simpler models based on frequency and appearance in salient or simple utterance contexts. Syntactic features were stronger predictors of children's production than comprehension, whereas thematic features were stronger predictors of comprehension. Overall, earlier acquisition was predicted by features representing frames that select for nouns and verbs, and by thematic content related to food and face‐to‐face play topics; later acquisition was predicted by features representing frames that select for pronouns and question words, and by content related to narratives and object play. (shrink)

Musical performance is a multimodal experience, for performers and listeners alike. This paper reports on a pilot study which constitutes the first step toward a comprehensive approach to the experience of music as performed. We aim at bridging the gap between qualitative and quantitative approaches, by combining methods for data collection. The purpose is to build a data corpus containing multimodal measures linked to high-level subjective observations. This will allow for a systematic inclusion of the knowledge of music professionals (...) in an analytic framework, which synthesizes methods across established research disciplines. We outline the methods we are currently developing for the creation of a multimodal data corpus dedicated to the analysis and exploration of instrumental music performance from the perspective of embodied music cognition. This will enable the study of the multiple facets of instrumental music performance in great detail, as well as lead to the development of music creation techniques that take advantage of the cross-modal relationships and higher-level qualities emerging from the analysis of this multi-layered, multimodal corpus. The results of the pilot project suggest that qualitative analysis through stimulated recall is an efficient method for generating higher-level understandings of musical performance. Furthermore, the results indicate several directions for further development, regarding observational movement analysis, and computational analysis of coarticulation, chunking, and movement qualities in musical performance. We argue that the development of methods for combining qualitative and quantitative data are required to fully understand expressive musical performance, especially in a broader scenario in which arts, humanities, and science are increasingly entangled. The future work in the project will therefore entail an increasingly multimodal analysis, aiming to become as holistic as is music in performance. (shrink)

Les vingt dernières années ont vu l’apparition d’une convergence forte entre une démarche appliquée se consacrant à la création de corpus de grande taille, à leur codage et à leur étiquetage, et diverses théories linguistiques dont les analyses reposent sur de tels corpus. Pour l’analyse de conversation (ou linguistique interactionnelle) une telle convergence ne semble pas possible, car son approche est qualitative et s’appuie sur de « petits » corpus. De plus, un examen approfondi du contexte social (...) des interactions recueillies est nécessaire, qui ne peut donc se réduire à la collecte de métadonnées. Une question surgit immédiatement : la notion de « petit » corpus a une validité sur le plan épistémologique? Le présent article montre qu’une réponse positive peut être apportée à cette question et qu’il est possible de fonder en raison une pratique qui, le plus souvent, se drape sous les oripeaux de l’évidence. (shrink)

Argumentation has remained under-researched in studies analyzing academic journal publications despite its importance in academic writing. This paper reports a study in which we investigated stereotypical argumentative trends, lexico-grammatical features, and interactional metadiscourse markers in 354 research article free-standing discussion sections from the journal of ESP over forty years. The field of ESP was chosen because of its maturity, which has given substance to a dynamic ground for arguments. We drew on the pragma-dialectical approach to analyzing argumentations in the (...) class='Hi'>corpus. Findings indicated that due to the argumentative nature of the discussion section, certain argumentative trends recurred more often. The analysis of the lexico-grammatical features and metadiscourse markers of the standpoints also showed patterns of variability over time. The study concludes that it is imperative to incorporate relevant facets from various argumentation models to construct a comprehensive argumentation theory and gain deeper insights into argumentation in academic writing. (shrink)

This corpus-assisted critical discourse analysis of news reports on air pollution published from 2008 through 2015 by China Daily, China’s largest official English-language newspaper, reveals a significant attitudinal shift around the end of 2011 as regards public awareness of increasing air pollution levels in China and related public criticism. It also constructs a clear image of the increasing determination and resolve of the Chinese central government over the course of this 8-year period to take action to effectively reduce (...) air pollution. This study highlights the submissive role played by the official Chinese press in their reporting on air pollution under the strict censorship system of the Communist Party of China, as well as the socio-political role that international sporting events such as the 2008 Beijing Olympic Games and the 2010 Guangzhou Asian Games played in raising both public and governmental awareness of environmental issues. (shrink)

ABSTRACT Through the analysis of the studies developed by Mikhail Bakhtin regarding the work of Fyodor Dostoevsky and François Rabelais, this article aims to discuss the boundaries and the relationship between corpus and object. Therefore, we compared two Brazilian editions of Bakhtinian works, with the research on the French author and popular comic culture, with a set of texts involving the Russian original, frame-texts, translations, and other correlated utterances. The reflection is based on a dialogical perspective, particularly on (...) the notion of alterity. The results show that, although corpus and object are a priori amalgamated, it is the essential relationship of the author-researcher with this corpus that gradually detached the object. RESUMO Por meio da análise dos estudos desenvolvidos por Mikhail Bakhtin a propósito da obra de Fiódor Dostoiévski e François Rabelais, este artigo visa discutir as fronteiras e a relação entre corpus e objeto. Para tanto, observamos comparativamente duas edições brasileiras das obras bakhtinianas, sendo a pesquisa a respeito do autor francês e da cultura cômica popular cotejada com um conjunto de textos envolvendo o original em russo, textos-moldura, traduções e outros enunciados correlacionados. A reflexão apoia-se em uma perspectiva dialógica, sobretudo na noção de alteridade. Os resultados revelam que, ainda que corpus e objeto se apresentem a priori amalgamados, é a imprescindível relação do autor-pesquisador com esse corpus que vai, gradualmente, destacando o objeto. (shrink)

This article, using methods from corpus linguistics and critical discourse analysis, reports the findings of a research project that aimed to explore the representations of Syrian asylum seekers in the Turkish press from March 2011, when the first Syrians arrived in Turkey, to December 2015, when the project ended. Using a corpus of 2321 texts collected from five Turkish daily newspapers, concordances of the words Syrian, refugee and asylum seeker were examined and grouped along patterns through which (...) discourses on and around Syrian asylum seekers were uncovered. We found differing discourses that framed asylum seekers as ‘our brothers’, ‘victims’, ‘needy people’ and/or ‘threat’, ‘criminals’ and so on. Newspapers maintained one or a combination of these discourses to construct their own reality about the refugee crisis in Turkey. The analysis also reveals that Turkish newspapers use pertinent terms interchangeably, leading to an ambiguity which reflects the political as well as daily usage of the terms. (shrink)

This study proposes an operational approach to a metaphorical framing analysis using large-scale data. We conducted a case analysis of how war metaphors are framed to address various societal issues in a corpus of public speeches by Hong Kong government officials. By investigating patterns of lexical choices under the source domain of WAR and the underlying reasons for the source-target domain mappings (i.e. Mapping Principles), we found that the target domain of social issues in Hong Kong is (...) primarily conceptualized in terms of a combat frame, and governmental issues are primarily talked about in terms of a protection frame, both of which are positively evaluated. Additionally, economic issues are primarily addressed in terms of a strategy frame, which is both positively and negatively evaluated. We show that analyzing the Mapping Principles of these conceptual metaphors captures the “selection” process of framing at the dimensions of frame frequency and frame sentiment, allowing for a principled way to propose a metaphorical framing analysis in corpora-based studies. The proposed approach enriches Critical Discourse Analysis studies of metaphorical framing and bridges the link between metaphor analysis at a conceptual level and framing analysis at a communication level. (shrink)

This article reports a corpus-aided ecological discourse analysis of texts from an international mining company and an environmental advocacy group regarding a proposal to build a massive open-pit copper mine in the Santa Rita Mountains of Arizona, USA. The analysis details the grammatical and semantic clusters within the controversial environmental debate and how these clusters reflect the values and beliefs of each group as well as their conceptualization of the mountains and the environment. The integration of the (...) ecolinguistic framework with corpus linguistic methods of keyword analysis as well as part of speech and semantic tag analysis facilitated the identification of clusters of linguistic features perpetuating a dominant and ultimately destructive cultural discourse that places humans in a role of dominion and authority over the environment in the company texts. In contrast, clusters within the oppositional discourse forwarded by the environmental group promote the aesthetic value of the land and a need for responsible environmental stewardship. (shrink)

Laymen occasionally have to write texts in specialized domains, such as when interacting with the public administration. However, in Spanish, most studies related to administrative texts have focused on texts written by the administration for laymen rather than texts that average citizens write to the administration. Against this backdrop, this article aims to carry out the following: a linguistic analysis on a corpus of Spanish-language texts from five textual genres written by laymen and addressed to the public administration (...) on the textual, lexical and discourse levels; a contrastive analysis that applies statistical techniques to quantitative data to identify significant differences among these textual genres. The results show a detailed and comprehensive understanding of the characteristics of each genre. Also, the statistical results indicate that there are significant differences among some of the analyzed genres. (shrink)

When governments introduce controversial policies that many citizens disapprove of, officeholders increasingly use discursive legitimation strategies in their public communication to ward off blame. In this paper, we contribute to the study of blame avoidance in government social media communication by exploring how corpus-assisted discourse analysis helps to identify three types of common legitimations: self-defensive appeals to personal authority of policymakers, impersonal authority of rules or documents and goals or effects of policies. We use a specialised corpus (...) of tweets by the Brexit department of the British government which we analyse both qualitatively and quantitatively. We demonstrate how the analysis of lexical bundles that characterise each type of legitimation might provide a new avenue for identifying the presence, characteristics and uses of these legitimations in larger datasets. (shrink)

Cet article synthétise les acquis et développements issus de projets de recherche menés depuis 2013 à propos de l’analyse d’un type particulier de données CMC (Computer-mediated communication) : les tweets politiques. Après une caractérisation de ce genre de discours, et des problématiques soulevées, l’article développe les enjeux de l’exploration des corpus de ce genre ; l’appréhension et la constitution de ces données sociales en corpus ; la production de résultats scientifiques, et la mise en place de différents types (...) d’exploration de corpus. Les méthodes de constitution de corpus, la standardisation et la mise au format TEI, l’utilisation d’outils d’analyse des données textuelles, et le développement de plateformes, sont ainsi présentés, comme différents points d’une même recherche qui vise à caractériser et comprendre une pratique sociale avec une méthode scientifique et une portée citoyenne. L’exploration de corpus peut ainsi passer par des nouvelles productions de ressources, outils, interfaces, dont l’interactivité, l’hypertextualité, et l’ouverture, garantissent la validité des corpus, et la possibilité d’y accéder de manière contextuelle, et outillée. (shrink)

We explore the nature of forgetting in a corpus of 125,000 students learning Spanish using the Rosetta Stone® foreign-language instruction software across 48 lessons. Students are tested on a lesson after its initial study and are then retested after a variable time lag. We observe forgetting consistent with power function decay at a rate that varies across lessons but not across students. We find that lessons which are better learned initially are forgotten more slowly, a correlation which likely reflects (...) a latent cause such as the quality or difficulty of the lesson. We obtain improved predictive accuracy of the forgetting model by augmenting it with features that encode characteristics of a student's initial study of the lesson and the activities the student engaged in between the initial and delayed tests. The augmented model can predict 23.9% of the variance in an individual's score on the delayed test. We analyze which features best explain individual performance. (shrink)

The present paper aims to broaden the current understanding of students’ misconception of scientific terminology by identifying the gaps between Arabic and English scientific terminologies and between everyday language and scientific language. The paper compares the polysemy, prototypes, and motivating factors of English energy with those of Arabic طَاقَة (ṭāqa), with more focus on students’ prior knowledge. The study employs Lakoff’s (1987) idealized cognitive models and Rosch’s (1975) prototype theory to reveal the radial members of both categories, i.e., energy and (...) طَاقَة (ṭāqa), and to explain the kinds of cognitive mechanisms that motivate the extension as well as understanding of the meanings of these terms. To this end, the study uses several English and Arabic dictionaries, lexical databases and corpora. This is to explore all the meanings, prototypes and motivating factors of the terms under investigation. The results show that the terms energy and طَاقَة (ṭāqa) overlap in prototypical meanings and motivating factors but differ in less prototypical and peripheral meanings. English and Arabic learners may then face similar issues in learning scientific concepts due to the difference between their pre-existing knowledge and scientific language. (shrink)

This paper presents selected findings from a historical analysis of change in the discursive construction of social identity in UK education policy discourse from 1972–2005. My chief argument is that through its linguistic forms of self-identification the government construes educational roles, relations and responsibilities not only for itself, but also for other educational actors and wider society. More specifically, I argue that New Labour's distinctive mode of self-representation is an important element in its hegemonic project, textually manufacturing consent over (...) its policy decisions, and helping to articulate its self-styled ‘enabling’ model of governance. As evidence for these claims I discuss two prominent trends in New Labour's education policy rhetoric, which I characterise as ‘personalisation’ and ‘managerialisation’. Respectively, these relate to the discursive representation of social identity and social action. (shrink)

With its connotations of superior moral integrity, exceptional leadership qualities and expertise in the science of government, the modern ideal of statesmanship is most commonly traced back to the ancient Greek concept of πολιτικός and the work of Plato and Aristotle in particular. Through an analysis of a large corpus of modern English translations of political works, built as part of the AHRC Genealogies of Knowledge project, this case-study aims to explore patterns that are specific to this translated (...) discourse, with a view to understanding the crucial role played by translators in shaping its development and reception in society. It ultimately seeks to argue that the model of statesmanship presented in translations from ancient Greek is just as much a product of the receiving culture as it is inherited from the classical world. (shrink)

Aboriginal and Torres Strait Islander activists and researchers agree that print media discourses surrounding First Nations people in Australia remain negative and stereotypical. However, how these discourses are constructed in language – and therefore linguistic practices which should be avoided – has so far received minimal attention. Analysing a purpose-built corpus of Australian newspaper articles, this study uses the corpus linguistic technique of collocation analysis to identify relevant discourses and examines the linguistic construction of one discourse that (...) had not yet been identified: cooperation. It finds that although notions of cooperation are ostensibly positive, this is often undermined by syntagmatic processes which demote agential Aboriginal participants to prepositional phrases. Prepositions are often neglected in corpus linguistics and in critical discourse analysis, making this an important finding. (shrink)

ABSTRACTThis study is situated within corpus-assisted discourse analysis. Corpora and discourse studies: Integrating discourse and corpora. London: Palgrave Macmillan.) and provides a critical discussion of key topics and stances in the marriage equality debate in Germany. The ways in which the German print media covered the debate are explored through two corpora which include relevant texts from three German newspapers and two magazines from two key periods ; in 2001, Germany introduced ‘civil unions’ but it was only in (...) 2017 that marriage was opened to same-sex couples. Qualitative and quantitative analyses using AntConc and ProtAnt suggest that while there are parallels to marriage equality debates in other countries, there are also language-/culture-specific features. For example, there is a stronger focus on children’s welfare in the contemporary data, since marriage equality meant joint adoption rights for same-sex couples. Through an exploration of keywords/collocations and close reading of prototypical texts, it is shown how linguistic choices contribute to framing the arguments for/against marriage equality and how these stances are connected to culture-specific and cross-cultural norms. (shrink)

Situé dans une approche interactionniste du développement du langage, l’article propose une démarche méthodologique pour étudier l’étayage dans sa dynamique dialogique, pour laquelle le recours à un corpus s’avère indispensable. L’article comprend plusieurs parties : sont présentées d’une part les différentes facettes de l’étayage d’un point de vue théorique, d’autre part la construction d’un outil opérationnel sous la forme d’une grille d’analyse des conduites étayantes des adultes et des réactions des enfants. Enfin, quelques résultats issus d’une recherche sur les (...) interactions mère-enfant, à titre illustratif de la démarche, montrent la façon dont les activités effectuées par les participants façonnent leurs conduites. La discussion se focalise sur les apports d’une analyse de corpus (données de type naturel tout autant que contrôle de certains facteurs, comparaison de données qualitatives et quantitatives, etc.). (shrink)

This article presents a seven-step corpus-based approach to discourse analysis that starts with a detailed analysis of each individual text in a corpus that can then be generalized across all texts of a corpus, providing a description of typical patterns of discourse organization that hold for the entire corpus. This approach is applied specifically to a methodology that is used to analyze texts in terms of the functional/communicative structures that typically make up texts in (...) a genre: move analysis. The resulting corpus-based approach for conducting a move analysis significantly enhances the value of this often used methodology, while at the same time providing badly needed guidelines for a methodology that lacks them. A corpus of ‘birthmother letters’ is used to illustrate the approach. (shrink)

Recent decades have witnessed an increase in lesbian, gay, bisexual, transgender, queer and intersex visibility in the British media. Increased representation has not been equally distributed, however, as bisexuality remains an obscured sexual identity in discourses of sexuality. Through the use of diachronic corpus-based critical discourse analysis, this study seeks to uncover how bisexual people have been represented in the British press between 1957 and 2017. By specifically focusing on the discursive construction of bisexuality in The Times, the (...) results reveal how bisexual people are represented as existing primarily in discourses of the past or in fiction. The Times corpus also reveals significant variation in the lexical meaning of bisexual throughout the 60 years in question. These findings contribute to contemporary theories of bisexual erasure which posit that bisexual people are denied the same ontological status as monosexual identities, that is, homosexuality and heterosexuality. (shrink)

The present study is a corpus-assisted analysis of discourses on the Catalan movement of independence in the Catalan and Spanish press. A referendum for Catalan independence was held on 1 October 2017 but was not approved by the central Spanish government and was declared illegal. Spanish and Catalan newspapers differed considerably in their treatment and representation of the conflict, which also drew the attention of the international press to Catalonia. My analysis interconnects theoretical perspectives from linguistic critical (...) discourse studies, cognitive linguistics, and media studies. The methodology is based on the analysis of two comparable corpora of journalistic texts. My aim is to identify and compare different features of the semantic prosody of words describing the event of geopolitical separation and the different narratives on this sociopolitical conflict that these prosodies contribute to producing. More specifically, I focus on a selection of keywords, like independence, secession, and sovereignty, that seem to be indicative of different discursive strategies consciously, and possibly unconsciously, chosen by a selection of national Catalan and Spanish newspapers. By carrying out a contrastive analysis of the two corpora, I am able to describe certain similarities, like the similar frequent use of the word independence, and differences, like the more frequent use of the word secession in the Spanish corpus, that indicate different framings of the same event and can be related to different ideological positionings against or in favor of Catalonia’s independence from Spain. (shrink)

The International Criminal Tribunal for Yugoslavia was established by the UN Security Council in 1993 to prosecute persons responsible for war crimes committed in the former Yugoslavia during the Balkan wars. As the first international war crimes tribunal since the Nuremburg and Tokyo tribunals set up after WWII, the ICTY has attracted immense interest among legal scholars since its inception, but has failed to garner the same level of attention from researchers in other disciplines, notably linguistics. This represents a significant (...) research gap, as the Tribunal’s public discourse can open up interesting avenues of analysis to researchers of law, language, and legal discourse alike. On its official website, the Tribunal claims that it has “irreversibly changed the landscape of international humanitarian law” and lists six specific achievements: “Holding leaders accountable; bringing justice to victims; giving victims a voice; establishing the facts; developing international law and strengthening the rule of the law”. While a number of legal scholars have studied and critiqued the level of ‘achievement’ actually attained by the Tribunal against these metrics and others, of interest to linguists is the ways in which this work might be conveyed discursively. In this paper, we demonstrate how methods from the linguistic field of corpus-based critical discourse analysis can be utilised to explore the discursive construction of such achievements in the language of the ICTY. (shrink)

Sex dimorphism occurs when group means differ by four or more standard deviations. However, the average size of the corpus callosum is greater in males by about one standard deviation in rats, 0.2 standard deviation in humans, and virtually zero in mice. Furthermore, variations in corpus callosum size are related to brain size and are not sex specific.

This corpus analysis of linguistic and semantic features in French parliamentary debates concerning online hate speech regulation, highlights tensions between state powers and private rights. Two key themes are identified: first, the _problem of definition_: how such online content is defined in the debates, and second, the _problem of regulation_: how the debates negotiate the supra-jurisdictional and individual jurisdiction issues involved, in regulating both the global online content and the responsibilities of the owners of the platforms who manage (...) the content. For this analysis, the authors created a corpus of French National Assembly Examination Committee discussions and public sessions between July 2019 to January 2020 discussing the _Loi Avia _(Avia Law). The corpus was analysed using quali-quantitative methods. Overall, the study combines a top-down (global) and a bottom-up (local) analysis of the data, applying corpus semantic approaches (Lecolle et al. in Langages 210(2):35–54, 2018; Rastier in The Routledge handbook of semantics, Routledge, pp 507–522, 2015) to contextualize the analysis of the meta-discourse (Hyland in Meta-discourse: exploring interaction in writing, 1st ed. Bloomsbury Academic, Bloomsbury Collections, 2018. https://doi.org/10.5040/9781350063617 ). The analysis highlights the linguistic features revealing the power dynamics inherent within the discourse and counter-discourse of the dominant and opposition political parties respectively. (shrink)

The ARXMLIV corpus is a remarkable collection of text containing scientific mathematical discourse. With more than half a million documents, it is an ambitious target for large scale linguistic and semantic analysis, requiring a generalized and distributed approach. In this paper we implement an architecture which solves and automates the issues of knowledge representation and knowledge management, providing an abstraction layer for distributed development of semantic analysis tools. Furthermore, we enable document interaction and visualization and present current (...) implementations of semantic tools and follow-up applications using this architecture. We identify five different stages, or purposes, which such architecture needs to address, encapsulating each in an independent module. These stages are determined by the different properties of the document formats used, as well as the state of processing and linguistic enrichment introduced so far. We discuss the need of migration between XML representations and the challenges it would pose on our system, revealing the benefits and trade-off of each format we employ. In the heart of the architecture lies the Semantic Blackboard module. The Semantic Blackboard comprises a system based on a centralized RDF database which can facilitate distributed corpus analysis of arbitrary applications, or analysis modules. This is achieved by providing a document abstraction layer and a mechanism for storing, reusing and communicating results via RDF stand-off annotations deposited in the central database. Achieving a properly encapsulated and automated pipeline from the input corpus document to a semantically enriched output in a state-of-the-art representation is the task of the Preprocessing, Semantic Result and Output Generation modules. Each of them addresses the task of format migration and enhances the document for further semantic enrichment or aggregation. The fifth module, targeting Visualization and Feedback, enables user interaction and display of different stages of processing.. (shrink)

The present paper aims to report on the preliminary findings from the initial stages of ongoing research on hate speech in Lithuanian online comments. Comments are marked strongly by such phenomena as flaming and trolling; therefore, in this genre we can expect a high degree of hostility, obscenity, high incidence of insults and aggressive lexis, which can inflict harm to individuals or organizations. The goal of the current research is thus to make an attempt to identify some features of verbal (...) aggression in Lithuanian by applying the principles and instruments of corpus linguistics, which proved to be a useful approach when dealing with such issues as trolling. It is expected that further analysis of those features will help to identify and define formal linguistic criteria that could facilitate identification of hate speech in public discourse. The data has been obtained from the Lithuanian corpus of user-generated comments collected from one major Lithuanian portal, www.delfi.lt. The corpus consists of all the comments posted in the year 2014 and in total includes 17,909 comments, which make up 1,160,109 words. For the initial data analysis, linguistic aspects, such as wordlists, collocations, and formulaic language, were analysed by using the AntConc software. The interpretations of the results are still very tentative, but what the initial findings show is that overt aggression does not feature among the most frequent and most salient features of comments. Aggression is, in our data, indirectly expressed through creative language use, which can mainly be studied through qualitative analysis. (shrink)

This paper examines how gender is represented within conspiracy theories by drawing on data from a corpus composed of conspiracy theory documents. It presents an analysis of the collocates of gendered nouns, highlighting the ways that conspiracy theorists use language to reinforce connections between religiosity and masculinity and understandings of femininity that rely on biological gender essentialism. Further, this paper highlights the overlap in values between religious masculinity and hegemonic masculinity that occur within this discourse. It also argues (...) that the ways in which gender is represented in conspiracy theory discourse shares links to far-right ideology, even when the conspiracies in question do not have direct or overt connections to the far-right. (shrink)

This paper argues that neurolinguistics has the potential to yield insights that can feed back into corpus-based Cognitive Linguistics. It starts by discussing how far the cognitive realism of probabilistic statements derived from corpus data currently goes. Against this background, it argues that the cognitive realism of usage-based models could be further enhanced through deeper engagement with neurolinguistics, but also highlights a number of common misconceptions about what neurolinguistics can and cannot do for linguistic theorizing.