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This paper reports on the efforts of twelve national teams in building the International Comparable Corpus (ICC; https://korpus.cz/icc) that will contain highly comparable datasets of spoken, written and electronic registers. The languages currently covered are Czech, Finnish, French, German, Irish, Italian, Norwegian, Polish, Slovak, Swedish and, more recently, Chinese, as well as English, which is considered to be the pivot language. The goal of the project is to provide much-needed data for contrastive corpus-based linguistics. The ICC corpus is committed to the idea of re-using existing multilingual resources as much as possible and the design is modelled, with various adjustments, on the International Corpus of English (ICE). As such, ICC will contain approximately the same balance of forty percent of written language and 60 percent of spoken language distributed across 27 different text types and contexts. A number of issues encountered by the project teams are discussed, ranging from copyright and data sustainability to technical advances in data distribution.
The present paper explores how rules are enforced and talked about in everyday life. Drawing on a corpus of board game recordings across European languages, we identify a sequential and praxeological context for rule talk. After a game rule is breached, a participant enforces proper play and then formulates a rule with an impersonal deontic statement (e.g. “It’s not allowed to do this”). Impersonal deontic statements express what may or may not be done without tying the obligation to a particular individual. Our analysis shows that such statements are used as part of multi-unit and multi-modal turns where rule talk is accomplished through both grammatical and embodied means. Impersonal deontic statements serve multiple interactional goals: they account for having changed another’s behavior in the moment and at the same time impart knowledge for the future. We refer to this complex action as an “instruction.” The results of this study advance our understanding of rules and rule-following in everyday life, and of how resources of language and the body are combined to enforce and formulate rules.
Implicitly abusive language – What does it actually look like and why are we not getting there?
(2021)
Abusive language detection is an emerging field in natural language processing which has received a large amount of attention recently. Still the success of automatic detection is limited. Particularly, the detection of implicitly abusive language, i.e. abusive language that is not conveyed by abusive words (e.g. dumbass or scum), is not working well. In this position paper, we explain why existing datasets make learning implicit abuse difficult and what needs to be changed in the design of such datasets. Arguing for a divide-and-conquer strategy, we present a list of subtypes of implicitly abusive language and formulate research tasks and questions for future research.
We propose to use abusive emojis, such as the “middle finger” or “face vomiting”, as a proxy for learning a lexicon of abusive words. Since it represents extralinguistic information, a single emoji can co-occur with different forms of explicitly abusive utterances. We show that our approach generates a lexicon that offers the same performance in cross-domain classification of abusive microposts as the most advanced lexicon induction method. Such an approach, in contrast, is dependent on manually annotated seed words and expensive lexical resources for bootstrapping (e.g. WordNet). We demonstrate that the same emojis can also be effectively used in languages other than English. Finally, we also show that emojis can be exploited for classifying mentions of ambiguous words, such as “fuck” and “bitch”, into generally abusive and just profane usages.
We examine the task of detecting implicitly abusive comparisons (e.g. “Your hair looks like you have been electrocuted”). Implicitly abusive comparisons are abusive comparisons in which abusive words (e.g. “dumbass” or “scum”) are absent. We detail the process of creating a novel dataset for this task via crowdsourcing that includes several measures to obtain a sufficiently representative and unbiased set of comparisons. We also present classification experiments that include a range of linguistic features that help us better understand the mechanisms underlying abusive comparisons.
This poster summarizes the results of the CLARIAH-DE Work Package 5 - Community Engagement: Outreach/Dissemination and Liaison.
Work package 5 engages with the community through dissemination activities, outreach and liaison. The work package set itself the following sub goals:
- Combining the existing dissemination and outreach activities of CLARIN-D and DARIAH-DE in a meaningful way and elaborating on them. In some cases this meant continuity, in other cases a new appearance for resources.
- Providing a web portal as a gateway to the CLARIAH-DE project.
- Creating a common identity and corporate identity and maintaining the established level of trust users already put into CLARIN-D and DARIAH-DE.
- Providing a social media presence as well as a physical presence at workshops, conferences and other meetings in the Digital Humanities.
Over the past decade, conducting empirical research in linguistics has become increasingly popular. The first of its kind, this book provides an engaging and practical introduction to this exciting versatile field, providing a comprehensive overview of research aspects in general, and covering a broad range of subdiscipline-specific methodological approaches. Subfields covered include language documentation and descriptive linguistics, language typology, corpus linguistics, sociolinguistics and anthropological linguistics, cognitive linguistics and psycholinguistics, and neurolinguistics. The book reflects on the strengths and weaknesses of each single approach and on how they interact with one-another across the study of language in its many diverse facets. It also includes exercises, example student projects and recommendations for further reading, along with additional online teaching materials. Providing hands-on experience, and written in an engaging and accessible style, this unique and comprehensive guide will give students the inspiration they need to develop their own research projects in empirical linguistics.
The human ability to anticipate upcoming behavior not only enables smooth turn transitions but also makes early responses possible, as respondents use a variety of cues that provide for early projection of the type of action that is being performed. This article examines resources for projection in interaction in three unrelated languages—Finnish, Japanese, and Mandarin—in sequences where speakers make evaluative assertions on a topic. The focus is on independently agreeing responses initiated in early overlap. Our cross-linguistic analysis reveals that while projection based on the ongoing turn-constructional unit relies on language-specific grammatical constructions, projection based on the larger context seems to be less language-dependent. A crucial finding is that in the target sequences, stances taken toward the topic already during earlier talk, as well as other structural patterns, are among the resources that recipients use for projecting how and when the ongoing turn will end.
Validating the Performativity Hypothesis to Neg-Raising using corpus data: Evidence from Polish
(2021)
Negation raising and mood. A corpus-based study of Polish sądzić ‘think’ and wierzyć ‘believe’
(2021)
The paper describes the distribution of two negation raising predicates in Polish: sądzić ‛think’ and wierzyć ‛believe’ in the National Corpus of Polish with a particular focus on their morphosyntax and the mood of their clausal complements. The aim was to examine whether there are any correlations between these two parameters, and to what extent negation raising with those verbs exhibits performative features (in terms of Prince, 1976). The results of the study support the performative approach to negation raising as per Prince (1976) only for cases with subjunctive complements. The corpus findings further imply that Polish negation raising predicates encode two different degrees of (un)certainty concerning the truth of the embedded proposition depending on the mood of their complements. Structures with indicative complements express weaker uncertainty than structures with subjunctive complements.
Polish żeby under negation
(2021)
The paper addresses two patterns in the distribution of complement clauses headed by the complementizer żeby in Polish related to the presence of sentential negation. It is argued that żeby-clauses with an obligatory negation in the matrix clause, licensed by epistemic verbs, can be treated in terms of negative polarity, with żeby defined as an n-word. Structures with żeby-clauses and an obligatory negation in the embedded clause, licensed by verbs of fear, are argued to be an instance of negative complementation, with żeby specified as a negative complementizer. A uniform lexicalist analysis within the framework of HPSG is provided, employing tools developed to account for Negative Concord in Polish.
Repeating the movements associated with activities such as drawing or sports typically leads to improvements in kinematic behavior: these movements become faster, smoother, and exhibit less variation. Likewise, practice has also been shown to lead to faster and smoother movement trajectories in speech articulation. However, little is known about its effect on articulatory variability. To address this, we investigate the extent to which repetition and predictability influence the articulation of the frequent German word “sie” [zi] (they). We find that articulatory variability is proportional to speaking rate and the duration of [zi], and that overall variability decreases as [zi] is repeated during the experiment. Lower variability is also observed as the conditional probability of [zi] increases, and the greatest reduction in variability occurs during the execution of the vocalic target of [i]. These results indicate that practice can produce observable differences in the articulation of even the most common gestures used in speech.
This report presents a corpus of articulations recorded with Schlieren photography, a recording technique to visualize aeroflow dynamics for two purposes. First, as a means to investigate aerodynamic processes during speech production without any obstruction of the lips and the nose. Second, to provide material for lecturers of phonetics to illustrates these aerodynamic processes. Speech production was recorded with 10 kHz frame rate for statistical video analyses. Downsampled videos (500 Hz) were uplodad to a youtube channel for illustrative purposes. Preliminary analyses demonstrate potential in applying Schlieren photography in research.
We present empirical evidence of the communicative utility of conventionalization, i.e., convergence in linguistic usage over time, and diversification, i.e., linguistic items acquiring different, more specific usages/meanings. From a diachronic perspective, conventionalization plays a crucial role in language change as a condition for innovation and grammaticalization (Bybee, 2010; Schmid, 2015) and diversification is a cornerstone in the formation of sublanguages/registers, i.e., functional linguistic varieties (Halliday, 1988; Harris, 1991). While it is widely acknowledged that change in language use is primarily socio-culturally determined pushing towards greater linguistic expressivity, we here highlight the limiting function of communicative factors on diachronic linguistic variation showing that conventionalization and diversification are associated with a reduction of linguistic variability. To be able to observe effects of linguistic variability reduction, we first need a well-defined notion of choice in context. Linguistically, this implies the paradigmatic axis of linguistic organization, i.e., the sets of linguistic options available in a given or similar syntagmatic contexts. Here, we draw on word embeddings, weakly neural distributional language models that have recently been employed to model lexical-semantic change and allow us to approximate the notion of paradigm by neighbourhood in vector space. Second, we need to capture changes in paradigmatic variability, i.e. reduction/expansion of linguistic options in a given context. As a formal index of paradigmatic variability we use entropy, which measures the contribution of linguistic units (e.g., words) in predicting linguistic choice in bits of information. Using entropy provides us with a link to a communicative interpretation, as it is a well-established measure of communicative efficiency with implications for cognitive processing (Linzen and Jaeger, 2016; Venhuizen et al., 2019); also, entropy is negatively correlated with distance in (word embedding) spaces which in turn shows cognitive reflexes in certain language processing tasks (Mitchel et al., 2008; Auguste et al., 2017). In terms of domain we focus on science, looking at the diachronic development of scientific English from the 17th century to modern time. This provides us with a fairly constrained yet dynamic domain of discourse that has witnessed a powerful systematization throughout the centuries and developed specific linguistic conventions geared towards efficient communication. Overall, our study confirms the assumed trends of conventionalization and diversification shown by diachronically decreasing entropy, interspersed with local, temporary entropy highs pointing to phases of linguistic expansion pertaining primarily to introduction of new technical terminology.
Digital research infrastructures can be divided into four categories: large equipment, IT infrastructure, social infrastructure, and information infrastructure. Modern research institutions often employ both IT infrastructure and information infrastructure, such as databases or large-scale research data. In addition, information infrastructure depends to some extent on IT infrastructure. In this paper, we discuss the IT, information, and legal infrastructure issues that research institutions face.
In psychotherapy, therapists often formulate interpretations of clients' prior talk which are ‘unilateral’ in the sense that therapists index that they are themselves the author of an interpretive inference which may not be acceptable to the client. Based on 100 German-language recordings of brief psychodynamic psychotherapy (4 clients with 25 sessions each), we describe a multimodal practice of constructing extended multi-unit turns of delivering therapeutic interpretations. The practice includes gaze aversion until the main point of the interpretation is reached, perceptive and cognitive formulae, epistemic hedges, inserted accounts, parenthesis, self-repair, and self-reformulations. These design-features work together to index that the therapist produces an interpretation that can be heard as being tentative. The design of the therapists' turns reflexively indexes the expectation that the client might resist the interpretation; at the same time they are constructed to avoid resistance and to invite the client's self-exploration into new directions, often with a focus on emotions.
The German e-dictionary documenting confusables Paronyme – Dynamisch im Kontrast contains lexemes which are similar in sound, spelling and/or meaning, e.g. autoritär/autoritativ, innovativ/innovatorisch. These can cause uncertainty as to their appropriate use. The monolingual guide could be easily expanded to become a multilingual platform for commonly confused items by incorporating language modules. The value of this visionary resource is manifold. Firstly, e-dictionaries of confusables have not yet been compiled for most European languages; consequently, the German resource could serve as a model of practice. Secondly, it would be able to explain the usage of false friends. Thirdly, cognates and loan word equivalents would be offered for simultaneous consultation. Fourthly, users could find out whether, for example, a German pair is semantically equivalent to a pair in another language. Finally, it would inform users about cases where a pair of semantically similar words in one language has only one lexical counterpart in another language. This paper is an appeal for visionary projects and collaborative enterprises. I will outline the dictionary’s layout and contents as shown by its contrastive entries. I will demonstrate potential additions, which would make it possible to build up a large platform for easily misused words in different languages.
This article sketches the development of paronym dictionaries in German. These dictionaries document and describe commonly confused words which cause uncertainties because they are similar in sound, spelling and/or meaning (e.g. effektiv/effizient, sportlich/sportiv). First, an overview of existing reference guides is provided, covering different traditions. Numerous lemma lists have been collected for pedagogical purposes and there has always been an interest in the lexicological treatment of paronyms. However, only a handful of dictionaries covering commonly confused pairs and a small number of genuine paronym dictionaries have ever been compiled. I will focus on lexicographic endeavours, including Wustmann (1891), Müller (1973) and Pollmann and Wolk (2001). Secondly, I will shed light on the differences in descriptions in these dictionaries. This includes how prescriptive approaches have been replaced over time by empirical descriptive accounts and how dictionaries have moved away from restricted, static hardback editions towards dynamic e-dictionaries. Finally, an e-dictionary, “Paronyme — Dynamisch im Kontrast”, is presented with contrastive and flexible two-level consultation views. Its three key elements are its corpus-based foundation, the implementation of meta-lexicographic requirements and a consideration of users’ interests. This dictionary has implemented a user-friendly and dynamic interface and it records conventionalized patterns and preferences in authentic communication.
Travel guides and travel reports constitute an important source for the generation and spread of popular geopolitical epistemes and assumptions. With regard to colonial attitudes and their possible perpetuation, it is therefore of great interest what kind of information such texts convey regarding (post)colonial places, and how they contextualize it. The paper compares descriptions of Qingdao (Tsingtau), a German colonized territory between 1897 and 1914, in travel guides and related material from colonial and postcolonial times and in different European languages. It investigates what differences can be found between these descriptions in relation to time, language, and medium (print or online) of publication. Of particular interest is the question whether, and in what ways, colonial perspectives are perpetuated in present-day (especially German) travel literature.
This paper deals with a specific type of lexeme, namely binary preposition-noun combinations containing temporal references like am Ende [at (the) end] or für Sekunden [for seconds]. The main characteristic of these combinations is the recurrent internal zero gap. Despite the fact that the omission of the determiner can often be explained by grammatical rules, the zero gaps indicate a higher degree of lexicalization. Therefore, we interpret these expressions as minimal phraseological units with holistic meanings and functions. The corpusdriven exploration of typical context patterns (e.g. using collocation profiles and the lexpan slot filler analysis) shows that a) even such minimal expressions are based on semi-abstract schemes and b) temporal expressions can also fulfill modal or discursive functions, usually with fuzzy borders and overlapping structures. In the case of modalization or pragmatization one can regard such PNs as distinct lexicon entries.
This study documents change over time and across proficiency levels in French second-language (L2) speakers’ practices for initiating complaints. Prior research has shown that speakers typically initiate complaints in a stepwise manner that indexes the contingent, moral, and delicate nature of the activity. Although elementary speakers in my data often launch complaint sequences in a straightforward way, they sometimes embodiedly foreshadow verbal expressions of negative stance or delay negative talk through brief positively valenced prefaces. More advanced speakers in part rely on the same initiation practices as elementary speakers. In addition, they recurrently use extensive prefatory work that accounts for and legitimizes the upcoming complaint, and they regularly initiate complaints jointly with coparticipants through a progressive escalation of negative stance expressions. I document interactional resources involved in this change and discuss the findings in terms of speakers’ development of L2 interactional competence. Data are in French with English translations.
Alleviating pain is good and abandoning hope is bad. We instinctively understand how words like alleviate and abandon affect the polarity of a phrase, inverting or weakening it. When these words are content words, such as verbs, nouns, and adjectives, we refer to them as polarity shifters. Shifters are a frequent occurrence in human language and an important part of successfully modeling negation in sentiment analysis; yet research on negation modeling has focused almost exclusively on a small handful of closed-class negation words, such as not, no, and without. A major reason for this is that shifters are far more lexically diverse than negation words, but no resources exist to help identify them. We seek to remedy this lack of shifter resources by introducing a large lexicon of polarity shifters that covers English verbs, nouns, and adjectives. Creating the lexicon entirely by hand would be prohibitively expensive. Instead, we develop a bootstrapping approach that combines automatic classification with human verification to ensure the high quality of our lexicon while reducing annotation costs by over 70%. Our approach leverages a number of linguistic insights; while some features are based on textual patterns, others use semantic resources or syntactic relatedness. The created lexicon is evaluated both on a polarity shifter gold standard and on a polarity classification task.
Directing, negotiating and planning: 'Aus Spiel' ('for play') in children's pretend joint play
(2021)
We are interested in how children organize joint pretend play. In this kind of play, children create an invented world by transforming matters of the real world into matters of a fictional world (e.g., pretending to be a 'giant' or treating a particular spatial area as a 'witch's kitchen'). Since there are no rules and no script, every next step in the game is an improvisation designed here and now. Children engaged in free play have equal rights to determine what should happen next. For that reason, they have to negotiate next steps. We are interested in a particular expression that children often use in joint play: aus Spaß/Spiel ('for fun' or 'for play', similar to 'let's pretend'). Based on a corpus of five hours of video recordings of two pairs of twins (the younger children are between 3 and 5 years old, the older ones are 8 years old), we show that children regularly use aus Spiel while playing as a method for shaping the activity. Inventing new events, children try to get their co-players to accept them and act accordingly. In that context, issues of (dis-)alignment and deontic rights become relevant. Here, we are interested in the interactional work that aus Spiel-('let's pretend')-turns do and how co-players respond.
In so-called Let’s Plays, video gaming is presented and verbally commented by Let’s Players on the internet for an audience. When only watched but not played, the most attractive features of video games, immersion and interactivity, get lost – at least for the internet audience. We assume that the accompanying reactions (transmitted via a so-called facecam) and verbal comments of Let’s Players on their game for an audience contribute to an embodiment of their avatars which makes watching a video game more attractive. Following an ethnomethodological conversation analytical (EMCA) approach, our paper focusses on two practices of embodying avatars. A first practice is that Let’s Players verbally formulate their actions in the game. By that, they make their experiences and the 'actions' of avatars more transparent. Secondly, they produce response cries (Goffman) in reaction to game events. By that, they enhance the liveliness of their avatars. Both practices contribute to a co-construction of a specific kind of (tele-)presence.
Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates
(2021)
This paper investigates the use of first person plural pronouns as a rhetorical device in political speeches. We present an annotation schema for disambiguating pronoun references and use our schema to create an annotated corpus of debates from the German Bundestag. We then use our corpus to learn to automatically resolve pronoun referents in parliamentary debates. We explore the use of data augmentation with weak supervision to further expand our corpus and report preliminary results.
Based on longitudinal audiovisual data from family interactions, we focus on how young children between 1;08 and 2;10 report trouble they are encountering in their current activity using the response cry oh in combination with other lexical items (e.g., “oh fell off”) and bodily displays. While at a very young age the children remain focused on their activity and try to solve the problem independently, at an older age they start to systematically use gaze directed toward the parent and suspension of the current activity to enlist the adult’s assistance. We argue that these bodily displays are among the resources whose presence or absence constrains whether the report of trouble leads to the recruitment of assistance or not. Regarding the developmental implications, it seems that during their third year of life, young children expand their repertoire for dealing with trouble interactively. Data are in German with English translations.
In this article, we provide longitudinal evidence for the progressive routinization of a grammatical construction used for social coordination purposes in a highly specialized activity context: task-oriented video-mediated interactions. We focus on the methodic ways in which, over the course of 4 years, a second language speaker and initially novice to such interactions coordinates the transition between interacting with her coparticipants and consulting her own screen, which suspends talk, without creating trouble due to halts in progressivity. Initially drawing on diverse resources, she increasingly resorts to the use of a prospective alert constructed around the verb to check (e.g., “I will check”), which eventually routinizes in the lexically specific form “let me check” as a highly context- and activity-bound social action format. We discuss how such change over the participant’s video-mediated interactional history contributes to our understanding of social coordination in video-mediated interaction and of participants’ recalibrating their grammar-for-interaction while adapting to new situations, languages, or media. Data are in English.
This article explores the relation between word order and response latency, focusing on responses to question-word questions. Qualitative (multimodal) and quantitative analyses of naturally occurring conversations in French—where question-words can occur in initial, medial, or final position within the question—show that variation in word order affects the timing of responses. It is argued that this is so because word order provides a differential basis for action ascription, creating different temporal opportunities for projecting the recipient’s next relevant action. The frequent occurrence of early responses to questions with an initial question-word, in particular, stresses the importance of the recognition point of an action under way for response timing and shows respondents’ pervasive orientation to sequential progressivity. Findings highlight how lexico-syntactic trajectories of emergent turns, prior talk and actions, material and bodily features of interaction, and participants’ shared expectations conspire in shaping the time-courses of action ascription and action projection.
This article examines how the most frequent imperative forms of the verb to show in German (zeig mal) and Czech (ukaž) are deployed in object-centred sequences. Specifically, it focuses on smartphone-based showing activities as these were the main sequential environments of show imperatives in the datasets investigated. In both languages, the imperative form does not merely aim to elicit a responsive action from the smartphone holder (such as making the device available) but projects an individual course of action from the requester’s side in the form of an immediate visual inspection of the digital content. This inspection is carried out as part of a joint course of action, allowing the recipient to provide a more detailed response to a prior action. Therefore, this specific imperative form is proven to be cross-linguistically suited to technology-mediated inspection sequences.
Obwohl Smartphones und andere mobile Endgeräte mittlerweile ein fester Bestandteil unseres Alltags sind, betonen öffentliche und wissenschaftliche Diskurse immer noch bevorzugt mögliche negative Auswirkungen ihres Gebrauchs auf Gesundheit und Kommunikationsverhalten. Dieser Beitrag skizziert einen anderen Ansatz zur Analyse alltäglichen Technologiegebrauchs, indem er zunächst auf Studien aus der angewandten Linguistik und insbesondere der interaktionalen Forschung eingeht, die sich auf dessen öffentliche Beobachtbarkeit, Mobilität und Ubiquität konzentrieren. Anhand zweier Auszüge aus videoaufgezeichneten Interaktionen wird dann aufgezeigt, wie eine multimodale und sequentielle Analyse dazu beitragen kann, Technologiegebrauch als eine routinemäßige und geordnete soziale Praktik zu verstehen, die nicht mit sozialem, kooperativem Handeln in Widerspruch steht oder dieses gefährdet. Ein detaillierter Blick auf situierten Smartphonegebrauch in informellen und institutionellen Face-to-Face-Settings lenkt die analytische Aufmerksamkeit weg von einer generisch positiven oder negativen Bewertung der Technologie hin zu verschiedenen interaktionalen Phänomenen, die mit ihrer Handhabung und Erkundung in Zusammenhang stehen. Es wird abschließend argumentiert, dass diese Art von mikroanalytischem Ansatz zu einer facettenreichen und objektiveren Perspektive auf die situierte Nutzung mobiler Geräte beitragen kann.
This study analyzes how participants playing VR games construct co-presence and shared gameplay. The analysis focuses on instances of play where one person is wearing the VR equipment, and other participants are located nearby without the ability to directly interact with the game. We first show how the active player using the VR equipment draws on talk and embodied activity to signal their presence in the shared physical environment, while simultaneously conducting actions in the virtual space, and thus creates spaces for the other participants to take part in gameplay. Second, we describe how other participants draw on the contextual configurations of the moment in displaying co-presence and position themselves as active and consequential co-players. The analysis demonstrates how gameplay can be communicatively constructed even in situations where the participants have differential rights and possibilities to act and influence the game.
The prohibitive is typically defined as the negative imperative, i.e. it “implies making someone not do something, having the effect of forbidding, preventing, or restricting” (Aikhenvald, 2017: 3). This chapter focuses on the formation of the prohibitive in the languages of Daghestan and neighboring regions, analyzing two different aspects of the morphological coding: first, the verb form (especially whether it is an imperative form or not), and second, the type of negation marker/affix used. Based on this, the general encoding types are deduced. Additionally, the phonological form of the markers is shortly analyzed.
We describe a simple procedure for the automatic creation of word-level alignments between printed documents and their respective full-text versions. The procedure is unsupervised, uses standard, off-the-shelf components only, and reaches an F-score of 85.01 in the basic setup and up to 86.63 when using pre- and post-processing. Potential areas of application are manual database curation (incl. document triage) and biomedical expression OCR.
Focusing on request sequences, this article explores dynamics of projection and anticipation, enabling participants to produce early responses to requests. In particular, the analyses highlight the importance of multimodal formatting and the specific temporalities of multiple multimodal resources for the emergence of projections and the possibility to anticipate an ongoing action. Moreover, the analyses pinpoint the relevance of the local ecology and the praxeological context for the participants, enabling them to anticipate the next relevant action. These features characterizing the temporality of multimodal Gestalts, the relevance of the local ecology, and the details of the praxeological context make it possible for participants to produce very early responses and also to accomplish an action even before it has been actually requested.
In this paper we present an experimental semantic search function, based on word embeddings, for an integrated online information system on German lexical borrowings into other languages, the Lehnwortportal Deutsch (LWPD). The LWPD synthesizes an increasing number of lexicographical resources and provides basic cross-resource search options. Onomasiological access to the lexical units of the portal is a highly desirable feature for many research questions, such as the likelihood of borrowing lexical units with a given meaning (Haspelmath & Tadmor, 2009; Zeller, 2015). The search technology is based on multilingual pre-trained word embeddings, and individual word senses in the portal are associated with word vectors. Users may select one or more among a very large number of search terms, and the database returns lexical items with word sense vectors similar to these terms. We give a preliminary assessment of the feasibility, usability and efficacy of our approach, in particular in comparison to search options based on semantic domains or fields.
This paper reports on an ongoing international project of compiling a freely accessible online Dictionary of German Loans in Polish Dialects. The dictionary will be the first comprehensive lexicographic compendium of its kind, serving as a complement to existing resources on German lexical loans in the literary or standard language. The empirical results obtained in the project will shed new light on the distribution of German loanwords among different dialects, also in comparison to the well-documented situation in written Polish. The dictionary will have a strong focus on the dialectal distribution of Polish dialectal variants for a given German etymon, accessible through interactive cartographic representations and corresponding search options. The editorial process is realized with dedicated collaborative web tools. The new resource will be published as an integrated part of an online information system for German lexical borrowings in other languages, the Lehnwortportal Deutsch, and is therefore highly cross-linked with other loanword dictionaries on Polish as well as Slavic and further European languages.
In this paper, the meaning and processing of the German conditional connectives (CCs) such as wenn ‘if’ and nur wenn ‘only if’ are investigated. In Experiment 1, participants read short scenarios containing a conditional sentence (i.e., If P, Q.) with wenn/nur wenn ‘if/only if’ and a confirmed or negated antecedent (i.e., P/not-P), and subsequently completed the final sentence about Q (with or without negation). In Experiment 2, participants rated the truth or falsity of the consequent Q after reading a conditional sentence with wenn or nur wenn and a confirmed or negated antecedent (i.e., If P, Q. P/not-P. // Therefore, Q?). Both experiments showed that neither wenn nor nur wenn were interpreted as biconditional CCs. Modus Ponens (If P, Q. P. // Therefore, Q) was validated for wenn, whereas it was not validated in the case of nur wenn. While Denial of the Antecedent (If P, Q. not-P. // Therefore, not-Q.) was validated in the case of nur wenn, it was not validated for wenn. The same method was used to test wenn vs. unter der Bedingung, dass ‘on condition that’ in Experiment 3, and wenn vs. vorausgesetzt, dass ‘provided that’ in Experiment 4. Experiment 5, using Affirmation of the Consequent (If P, Q. Q. // Therefore, P.) to test wenn vs. nur wenn replicated the results of Experiment 2. Taken together, the results show that in German, unter der Bedingung, dass is the most likely candidate of biconditional CCs whereas all others are not biconditional. The findings, in particular of nur wenn not being semantically biconditional, are discussed based on available formal analyses of conditionals.
Our paper discusses family language policies among multilingual families in Latvia with Russian as home language. The presentation is based on three case studies, i.e. interviews conducted with Russophones who have chosen to send their children to Latvian-medium pre-schools and schools. The main aim is to understand practices and regards among such families “from below,” i.e. which family-internal and family-external factors influenced the choice of Latvian-medium education and what impact this choice has on linguistic practices.
The paper shows that there have been critical events which both encouraged and discouraged the choice of Latvian-medium education. The wish to integrate into mainstream society has been met by obstacles both from ethnic Russians and Latvians. Yet, the three families consider their choices to be the right ones for the future development of their children in a multiethnic Latvia in which Latvian serves as the unifying language of society.
While there is a large amount of research in the field of Lexical Semantic Change Detection, only few approaches go beyond a standard benchmark evaluation of existing models. In this paper, we propose a shift of focus from change detection to change discovery, i.e., discovering novel word senses over time from the full corpus vocabulary. By heavily fine-tuning a type-based and a token-based approach on recently published German data, we demonstrate that both models can successfully be applied to discover new words undergoing meaning change. Furthermore, we provide an almost fully automated framework for both evaluation and discovery.
The teaching slides accompany the following textbook:
Svenja Völkel & Franziska Kretzschmar (2021): Introducing linguistic research. Cambridge: Cambridge University Press.
The slides follow the structure of the book chapters and can be used for teaching in class. They include the basic information per chapter and exercises to work on in class or as homework. More detailed information, additional exercises, suggestions for research projects and recommendations for further reading can be found in the textbook.
Information theory can be used to assess how efficiently a message is transmitted on the basis of different symbolic systems. In this paper, I estimate the information-theoretic efficiency of written language for parallel text data in more than 1000 different languages, both on the level of characters and on the level of words as information encoding units. The main results show that (i) the median efficiency is ∼29% on the character level and ∼45% on the word level, (ii) efficiency on both levels is strongly correlated with each other and (iii) efficiency tends to be higher for languages with more speakers.
This study explores how ‘gatherings’ turn into ‘encounters’ in a virtual world (VW) context. Most communication technologies enable only focused encounters between distributed participants, but in VWs both gatherings and encounters can occur. We present close sequential analysis of moments when after a silent gathering, interaction among participants in a VW is gradually resumed, and also investigate the social actions in the verbal (re-)opening turns. Our findings show that like in face-to-face situations, also in VWs participants often use different types of embodied resources to achieve the transition, rather than rely on verbal means only. However, the transition process in VWs has distinctive characteristics compared to the one in face-to-face situations. We discuss how participants in a VW use virtually embodied pre-beginnings to display what we call encounter-readiness, instead of displaying lack of presence by avatar stillness. The data comprise 40 episodes of video-recorded team interactions in a VW.
This introduction summarizes general issues combining lexicography and neology in the context of the Globalex Workshop on Lexicography and Neology series. We present each of the six papers composing this Special Issue, featuring two Slavic languages (Czech and Slovak) and two Romance ones (Brazilian Portuguese and Spanish in its European and Latin American varieties) and their diverse lexicographic research and representation, in specialized dictionaries of neologisms or general language ones, in monolingual, bilingual and multilingual lexical resources, and in print and digital dictionaries.
Between January 2020 and summer 2021, many new words and phrases contributed to the expansion of the German vocabulary in order to enable communication under the new conditions during the corona pandemic. This rapid expansion of vocabulary has most notably affected lexicography as a discipline of applied linguistics. General language dictionaries or terminological dictionaries have quickly reflected on how the German lexicon evolved during the corona pandemic: new entries were added, others were revised. This paper, however, focuses on the ways in which a German (specialized) neologism dictionary project, the "Neologismenwörterbuch" at the "Leibniz Institute for the German Language, Mannheim" published (online, see https://www.owid.de/docs/neo/start.jsp) has chosen to capture and document lexicographic information in a timely manner. Neologisms are (following the definition applied here) lexical units or senses/meanings which emerge in a language community over a specific period of time of language development, which diffuse, are generally accepted as language norms, and which the majority of speakers perceive as new for some time. Thus, the "Neologismenwörterbuch" used to record neologisms only retrospectively, that is after their lexicalization. As a consequence, users of the dictionary were often not able to obtain details on words that were particularly conspicuous at a particular time in a specific discourse, thus raising questions concerning their meaning, correct spelling, etc. This, however, did not imply that the lexicographers of the project had not already collected these words with some preliminary information in a list of candidates for inclusion in an internal database. Therefore, the project started to publish online an index of monitored words including lexical units that had emerged since 2011, for which only time will tell whether they will diffuse and manifest as language norms. This list format was used since April 2020 to also issue a compilation of corona-related neologisms as part of the "Neologismenwörterbuch". In October 2021, this inventory included more than 1.800 Corona-related neologisms, and still, more than 700 candidates in an internal database awaited lexicographic description and inclusion into the online index (see https://www.owid.de/docs/neo/listen/corona.jsp). In this paper many examples are presented to illustrate how new words, new senses and new uses in the context of the Covid-19 pandemic are reflected in the dictionary.
Digital humanities research under United States and European copyright laws. Evolving frameworks
(2021)
This chapter summarizes the current state of copyright laws in the United States and European Union that most affect Digital Humanities research, namely the fair use doctrine in the US and research exceptions in Europe, including the Directive on Copyright in the Digital Single Market, which has been finally adopted in 2019. This summary begins with a description of recent copyright advances most relevant to DH research, and finishes with an analysis of a significant remaining legal hurdle which DH researchers face: how do fair use and research exceptions deal with the critical issue of circumventing technological protection measures (TPM, a.k.a. DRM). Our discussion of the lawful means of obtaining TPM-protected material may contribute to both current DH research and planning decisions and inform future stakeholders and lawmakers of the need to allow TPM circumvention for academic research.
The article focuses on determining responsible parties and the division of potential liability arising from sharing language data (LD) containing personal data (PD). A key issue here is to identify who has to make sure and guarantee the GDPR compliance. The authors aim to answer 1) whether an individual researcher is a controller and 2) whether sharing LD results in joint controllership or separate controllership (whether the data's transferee becomes the controller, the joint controller or the processor). The article also analyses the legal relations of parties involved in data sharing and potential liability. The final section outlines data sharing in the CLARIN context. The analysis serves as a preliminary analytical background for redesigning the CLARIN contractual framework for sharing data.
Sometimes legal scholars get relevant but baffling questions from laypersons like: “The reference to a work is personal data, so does the GDPR actually require me to anonymise it? Or, as my voice data is personal data, does the GDPR automatically give me access to a speech recognizer using my voice sample? Or, can I say anything about myself without the GDPR requiring the web host to anonymise or remove the post? What can I say about others like politicians? And, what can researchers say about patients in a research report?” Based on these questions, the authors address the interaction of intellectual property and data protection law in the context of data minimisation and attribution rights, access rights, trade secret protection, and freedom of expression.
Twitter data is used in a wide variety of research disciplines in Social Sciences and Humanities. Although most Twitter data is publicly available, its re-use and sharing raise many legal questions related to intellectual property and personal data protection. Moreover, the use of Twitter and its content is subject to the Terms of Service, which also regulate re-use and sharing. This extended abstract provides a brief analysis of these issues and introduces the new Academic Research product track, which enables authorized researchers to access Twitter API on a preferential basis.
N-grams are of utmost importance for modern linguistics and language technology. The legal status of n-grams, however, raises many practical questions. Traditionally, text snippets are considered copyrightable if they meet the originality criterion, but no clear indicators as to the minimum length of original snippets exist; moreover, the solutions adopted in some EU Member States (the paper cites German and French law as examples) are considerably different. Furthermore, recent developments in EU law (the CJEU's Pelham decision and the new right of press publishers) also provide interesting arguments in this debate. The paper presents the existing approaches to the legal protection of n-grams and tries to formulate some clear guidelines as to the length of n-grams that can be freely used and shared.