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Ungoliant: An optimized pipeline for the generation of a very large-scale multilingual web corpus
(2021)
Since the introduction of large language models in Natural Language Processing, large raw corpora have played a crucial role in Computational Linguistics. However, most of these large raw corpora are either available only for English or not available to the general public due to copyright issues. Nevertheless, there are some examples of freely available multilingual corpora for training Deep Learning NLP models, such as the OSCAR and Paracrawl corpora. However, they have quality issues, especially for low-resource languages. Moreover, recreating or updating these corpora is very complex. In this work, we try to reproduce and improve the goclassy pipeline used to create the OSCAR corpus. We propose a new pipeline that is faster, modular, parameterizable, and well documented. We use it to create a corpus similar to OSCAR but larger and based on recent data. Also, unlike OSCAR, the metadata information is at the document level. We release our pipeline under an open source license and publish the corpus under a research-only license.
This paper explores how attitudes affect the seemingly objective process of counting speakers of varieties using the example of Low German, Germany’s sole regional language. The initial focus is on the basic taxonomy of classifying a variety as a language or a dialect. Three representative surveys then provide data for the analysis: the Germany Survey 2008, the Northern Germany Survey 2016, and the Germany Survey 2017. The results of these surveys indicate that there is no consensus concerning the evaluation of Low German’s status and that attitudes towards Low German are related to, for example, proficiency in the language. These attitudes are shown to matter when counting speakers of Low German and investigating the status it has been accorded.
In this paper we examine the composition and interactional deployment of suspended assessments in ordinary German conversation. We define suspended assessments as lexicosyntactically incomplete assessing TCUs that share a distinct cluster of prosodic-phonetic features which auditorily makes them come off as 'left hanging' rather than cut-off (e.g., Schegloff/Jefferson/Sacks 1977; Jasperson 2002) or trailing-off (e.g., Local/Kelly 1986; Walker 2012). Using CA/IL methodology (Couper-Kuhlen/Selting 2018) and drawing on a large body of video-recorded face-to-face conversations, we highlight the verbal, vocal and bodily-visual resources participants use to render such unfinished assessing TCUs recognizably incomplete and identify six recurrent usage types. Overall, the suspension of assessing TCUs appears to either serve as a practice for circumventing the production of assessments that are interactionally inapposite, or as a practice for coping with local contingencies that render the very doing of an assessment problematic for the speaker. Data are in German with English translations.
The automatic recognition of idioms poses a challenging problem for NLP applications. Whereas native speakers can intuitively handle multiword expressions whose compositional meanings are hard to trace back to individual word semantics, there is still ample scope for improvement regarding computational approaches. We assume that idiomatic constructions can be characterized by gradual intensities of semantic non-compositionality, formal fixedness, and unusual usage context, and introduce a number of measures for these characteristics, comprising count-based and predictive collocation measures together with measures of context (un)similarity. We evaluate our approach on a manually labelled gold standard, derived from a corpus of German pop lyrics. To this end, we apply a Random Forest classifier to analyze the individual contribution of features for automatically detecting idioms, and study the trade-off between recall and precision. Finally, we evaluate the classifier on an independent dataset of idioms extracted from a list of Wikipedia idioms, achieving state-of-the art accuracy.
In order to differentiate between figurative and literal usage of verb-noun combinations for the shared task on the disambiguation of German Verbal Idioms issued for KONVENS 2021, we apply and extend an approach originally developed for detecting idioms in a dataset consisting of random ngram samples. The classification is done by implementing a rather shallow, statistics-based pipeline without intensive preprocessing and examinations on the morphosyntactic and semantic level. We describe the overall approach, the differences between the original dataset and the dataset of the KONVENS task, provide experimental classification results, and analyse the individual contributions of our feature sets.
This poster summarizes the results of the CLARIAH-DE Work Package 3: Skills Training and Promotion of Junior Researchers.
For a research field that is characterised by rapid technical development, CLARIAH-DE has to include the promotion of data literacy necessary for the efficient use of this digital research infrastructure as part of its objective. To develop, consolidate and refine a common programme in this area, work package 3 set itself the following sub goals:
- Consolidation of the activities from the previous projects into a joint service
- Cataloguing and reflecting on the methods and tools used in the research field, with the aim of identifying remaining gaps
- Skills training of, individual support for and the promotion of junior researchers
This paper presents the QUEST project and describes concepts and tools that are being developed within its framework. The goal of the project is to establish quality criteria and curation criteria for annotated audiovisual language data. Building on existing resources developed by the participating institutions earlier, QUEST also develops tools that could be used to facilitate and verify adherence to these criteria. An important focus of the project is making these tools accessible for researchers without substantial technical background and helping them produce high-quality data. The main tools we intend to provide are a questionnaire and automatic quality assurance for depositors of language resources, both developed as web applications. They are accompanied by a knowledge base, which will contain recommendations and descriptions of best practices established in the course of the project. Conceptually, we consider three main data maturity levels in order to decide on a suitable level of strictness of the quality assurance. This division has been introduced to avoid that a set of ideal quality criteria prevent researchers from depositing or even assessing their (legacy) data. The tools described in the paper are work in progress and are expected to be released by the end of the QUEST project in 2022.
CMDI Explorer
(2021)
We present CMDI Explorer, a tool that empowers users to easily explore the contents of complex CMDI records and to process selected parts of them with little effort. The tool allows users, for instance, to analyse virtual collections represented by CMDI records, and to send collection items to other CLARIN services such as the Switchboard for subsequent processing. CMDI Explorer hence adds functionality that many users felt was lacking from the CLARIN tool space.
Signposts for CLARIN
(2021)
An implementation of CMDI-based signposts and its use is presented in this paper. Arnold, Fisseni et al. (2020) present signposts as a solution to challenges in long-term preservation of corpora. Though applicable to digital resources in general, we focus on corpora, especially those that are continuously extended or subject to modification, e.g., due to legal injunctions, but also may overlap with respect to constituents, and may be subject to migrations to new data formats. We describe the contribution signposts can make to the CLARIN infrastructure, notably virtual collections, and document the design for the CMDI profile.
Playing videogames is a popular social activity; people play videogames in different places, on different media, in different situations, alone or with partners, online or offline. Unsurprisingly, they thereby share space (physically or virtually) with other playing or non-playing people. The special issue investigates through different contexts and settings how non-players become participants of the gaming interaction and how players and non-players co-construct presence. The introduction provides a problem-related context for the individual contributions and then briefly presents them.
This paper investigates situations in French videogame interactions where non-players who share the same physical space as players, participate in the gaming activities as spectators. Through a detailed multimodal and sequential analysis, we show that being a spectator is a local achievement of all co-present participants - players and non-players.
The term “pivot” usually refers to two overlapping syntactic units such that the completion of the first unit simultaneously launches the second. In addition, pivots are generally said to be characterized by the smooth prosodic integration of their syntactic parts. This prosodic integration is typically achieved by prosodic-phonetic matching of the pivot components. As research on such turns in a range of languages has illustrated, speakers routinely deploy pivots so as to be able to continue past a point of possible turn completion, in the service of implementing some additional or revised action. This article seeks to build on, and complement, earlier research by exploring two issues in more detail as follows: (1) what exactly do pivotal turn extensions accomplish on the action dimension, and (2) what role does prosodic-phonetic packaging play in this? We will show that pivot constructions not only exhibit various degrees of prosodic-phonetic (non-)integration, i.e., differently strong cesuras, but that they can be ordered on a continuum, and that this cline maps onto the relationship of the actions accomplished by the components of the pivot construction. While tighter prosodic-phonetic integration, i.e., weak(er) cesuring, co-occurs with post-pivot actions whose relationship to that of the pre-pivot tends to be rather retrospective in character, looser prosodic-phonetic integration, i.e., strong(er) cesuring, is associated with a more prospective orientation of the post-pivot’s action. These observations also raise more general questions with regard to the analysis of action.
In conversation, speakers need to plan and comprehend language in parallel in order to meet the tight timing constraints of turn taking. Given that language comprehension and speech production planning both require cognitive resources and engage overlapping neural circuits, these two tasks may interfere with one another in dialogue situations. Interference effects have been reported on a number of linguistic processing levels, including lexicosemantics. This paper reports a study on semantic processing efficiency during language comprehension in overlap with speech planning, where participants responded verbally to questions containing semantic illusions. Participants rejected a smaller proportion of the illusions when planning their response in overlap with the illusory word than when planning their response after the end of the question. The obtained results indicate that speech planning interferes with language comprehension in dialogue situations, leading to reduced semantic processing of the incoming turn. Potential explanatory processing accounts are discussed.
In this paper, we present an overview of freely available web applications providing online access to spoken language corpora. We explore and discuss various solutions with which the corpus providers and corpus platform developers address the needs of researchers who are working with spoken language. The paper aims to contribute to the long-overdue exchange and discussion of methods and best practices in the design of online access to spoken language corpora.
OKAY originates from English, but it is increasingly used across languages. This chapter presents data from 13 languages, illustrating the spectrum of possible uses of OKAY in responding and claiming understanding in contexts of informings. Drawing on a wide range of interaction types from both informal and institutional contexts, including those crucially involving embodied practices, we show how OKAY can be used to (i) claim sufficient understanding, (ii) mark understanding of the prior informing as preliminary or not complete, and (iii) index discrepancy of expectation.
The European language world is characterized by an ideology of monolingualism and national languages. This language-related world view interacts with social debates and definitions about linguistic autonomy, diversity, and variation. For the description of border minorities and their sociolinguistic situation, however, this view reaches its limits. In this article, the conceptual difficulties with a language area that crosses national borders are examined. It deals with the minority in East Lorraine (France) in particular. On the language-historical level, this minority is closely related to the language of its (big) neighbor Germany. At the same time, it looks back on a conflictive history with this country, has never filled a (subordinated) political–administrative unit, and has experienced very little public support. We want to address the questions of how speakers themselves reflect on their linguistic situation and what concepts and argumentative figures they bring up in relation to what (Germanic) variety. To this end, we look at statements from guideline-based interviews. In the paper, we present first observations gained through qualitative content analysis.
We present zu-excessive structures like Otto ist zu schwer ‘Otto is too heavy’ as instantiations of comparatives that have been reflexivized. Comparatives express asymmetric relations between distinguished referents, but reflexivization identifies argument places (or reduces two argument places to one), leading to a Symmetrie relation. Reflexivization is thus in conflict with the asymmetry property of comparatives and leads to an intermediate semantic representation that is con- tradictory. Two experiments substantiate that zu-excessives share this property with privative adjective and animal-for-statue constructions that similarly give rise to contradictory semantics. The processing of any of the constructions mentioned yields a positivity in the event-related-potential signature characteristic of concep- tual reorganization; however, the observed positivity occurs earlier in the case of zu-excessives than in the other cases. We propose this difference is due to zu signalling the mandatory preparation for an ensuing repair rather than reflecting the repair Operation itself that involves manipulating the Standard of comparison, coded elsewhere in the String (if at all).
The paper explores factors that influence the distribution of constituent words of compounds over the head and modifier position. The empirical basis for the study is a large database of German compounds, annotated with respect to the morphological structure of the compound and the semantic category of the constituents. The study shows that the polysemy of the constituent word, its constituent family size, and its semantic category account for tendencies of the constituent word to occur in either modifier or head position. Furthermore, the paper explores the degree to which the semantic category combination of head and modifier word, e.g., x=substance and y=artifact, indicates the semantic relation between the constituents, e.g., y_consists_of_x.
We reflect on the affordances and challenges of interactional data in the analysis of long-term institutional change. To this end we draw on our studies of direct encounters between journalists and politicians in news interviews and presidential news conferences and in particular the use of question design as a window into the evolution of journalistic norms and press-state relations over time and the causal antecedents of such change. All analyses that incorporate a concern with environing contexts of interactional change impose certain burdens of empirical demonstration on the researcher. Here we consider three analytic issues that arise in the kind of historical-institutional analysis we have been pursuing: (a) controlling for the situational context, (b) pinpointing the locus of change, and (c) validating indicators of change. Data are in English.
This paper investigates synchronic variation in the lexical and grammatical environments of the German lexical verb verdienen ‘earn’, ‘deserve’. In its lexical uses, verdienen co-occurs with an object noun phrase whose head is either concrete (e.g. Geld ‘money’) or, more commonly, abstract (e.g. Beachtung ‘attention’). When it is used more grammatically with deontic modal meaning, verdienen is followed by a passive or active infinitive. This paper uses collostructional analyses to contrast lexical and grammatical uses in terms of the most strongly attracted lexical items, which are grouped into semantic classes. The results reflect different degrees of host-class expansion (cf. Himmelmann 2004), whereby the collexemes of verdienen expand from concrete to abstract and their morpho-syntactic contexts from nominal to infinitival complement and subsequently from passive to active. Synchronic distribution can thus serve as a window on diachronic development (Kuteva 2001), in this case the rise of a deontic modality marker.
Mobile live video streaming with smartphones is an everyday media practice in which the participants are in a specific multimodal constellation and streamers and viewers have access to various semiotic resources for interactionally establishing alignment. Based on the multimodal sequence analysis of a concise episode of a journalist's livestream coverage of a political event on the streaming platform Periscope, I will address the question of how participation and involvement in live video streams are achieved and organised by the participants. I will show that hosts in the media practice of live video streaming act in an interaction-dominant manner and involve the viewers in the situation through asymmetrical participation coordination via footing shifts.
This study examines head nods produced as embodied and silent answers to polar questions before a transition relevance place has been reached. It discusses the notion of “response” and the ways in which the literature conceptualizes head nods. The analysis of video recordings of ordinary and institutional multiparty interactions shows that answer-nods rely on mutual gaze and that affirmative head nods may co-occur with other facial expressions (e.g., eye blinks). By replying with a silent head nod, respondents may complete an unfolding adjacency pair without claiming speakership, thereby enabling the questioner to extend their turn-in-progress. Alternatively, respondents may expand their answer-nod with talk, in which case silent nodding may contribute to organizing the smooth transition of turns-at-talk. Head nods produced while a question is unfolding are described as a microsequential phenomenon that may affect the questioner’s turn-in-progress. Data are in French and Italian.
We question the growing consensus in the literature that European Americans behave as a homogenous pan-ethnic coalition of voters. Seemingly below the radar of scholarship on voting groups in American politics, we identify a group of white voters that behaves differently from others: German Americans, the largest ethnic group, regionally concentrated in the ‘Swinging Midwest’. Using county level voting returns, ancestry group information from the American Community Survey (ACS), current survey data and historical census data going back as early as 1910, we provide evidence for a partisan and a non-partisan pathway that motivated German Americans to vote for Trump in 2016: a historically grown association with the Republican Party and an acquired taste for isolationist attitudes that mobilizes non-partisan German Americans to support isolationist candidates. Our findings indicate that European American experiences of migration and integration still echo into the political arena of today.
Mock fiction is a genre of humorous, fictional narratives. It is pervasive in adolescents’ peer-group interaction. Building on a corpus of informal peer-group interaction among 14 to 17 year-old German adolescents, it is shown how mock fiction is used to sanction identity-claims of peer-group co-members that are taken to be inadequate by the teller of a mock fiction. Mock fiction exposes and ridicules those claims by fictional exaggeration. Mock fiction is an indirect, yet sometimes even highly abusive means for criticizing and negotiating identities and statuses of peer-group members. The analysis shows how mock fiction is collaboratively produced, how it is used to convey criticism and to negotiate social norms indirectly, and how, in addition, it allows for performative self-positioning of the tellers as skilled, entertaining tellers and socio-psychological diagnosticians.
Social actions
(2021)
Social actions are recipient-designed actions that occur in the context of interaction sequences. This chapter focuses on sources and practices for the formation and ascription of social actions. While linguists stress the relevance of linguistic social action formats, conversation analysts highlight the relevance of the sequential position of an action, and sociolinguists point to the influence of social identities for action-formation and -ascription. The combination of these three approaches helps us to solve the analytic problem of indirectness, which, however, only rarely becomes a problem for the participants in an interaction themselves. Social properties which recurrently apply when using verbal and bodily resources of action-formation, i.e. the social actions themselves, inferred meanings, projected next actions, the participation framework, the activity type, speaker’s stance, participants’ identities, etc. lead to stable pragmatic connotations of those forms, i.e. action-meanings, which become idiomatic and part of our common-sense competence. Still, social actions are multi-layered and can be ambiguous at times. Therefore, their meaning can be open for negotiation. Intersubjectivity of action ascription is ultimately secured neither by conventions nor by speaker’s intentions, but is accomplished by their treatment in subsequent discourse.
How do people’s interactional practices change over time? Can conversation analysis identify those changes, and if so, how? In this introductory article, we scrutinize the novel insights that can be gained from examining interactional practices over time and discuss the related methodological challenges for longitudinal CA. We first retrace CA’s interest in the temporality of social interaction and then review three lines of current CA work on change over time: developmental studies, studies of sociohistorical change, and studies of joint interactional histories. Existing work shows how the execution of locally coordinated actions and their meanings change over time; how prior actions inform future actions; and how resources, practices, and structures of joint action emerge over people’s repeated interactional encounters. We conclude by arguing that the empirical analysis of the microlevel organization of social interaction, which is the hallmark of CA, can elucidate the fine-grained situated interactional infrastructure that provides for the larger-scale social dynamics that have been of interest to other lines of research.
Research on multimodal interaction has shown that simultaneity of embodied behavior and talk is constitutive for social action. In this study, we demonstrate different temporal relationships between verbal and embodied actions. We focus on uses of German darf/kann ich? (“may/can I?”) in which speakers initiate, or even complete the embodied action that is addressed by the turn before the recipient’s response. We argue that through such embodied conduct, the speaker bodily enacts high agency, which is at odds with the low deontic stance they express through their darf/kann ich?-TCUs. In doing so, speakers presuppose that the intersubjective permissibility of the action is highly probable or even certain. Moreover, we demonstrate how the speaker’s embodied action, joint perceptual salience of referents, and the projectability of the action addressed with darf/kann ich? allow for a lean syntactic design of darf/kann ich?-TCUs (i.e., pronominalization, object omission, and main verb omission). Our findings underscore the reflexive relationship between lean syntax, sequential organization and multimodal conduct.
Schegloff (1996) has argued that grammars are “positionally-sensitive”, implying that the situated use and understanding of linguistic formats depends on their sequential position. Analyzing the German format Kannst du X? (corresponding to English Can you X?) based on 82 instances from a large corpus of talk-in-interaction (FOLK), this paper shows how different action-ascriptions to turns using the same format depend on various orders of context. We show that not only sequential position, but also epistemic status, interactional histories, multimodal conduct, and linguistic devices co-occurring in the same turn are decisive for the action implemented by the format. The range of actions performed with Kannst du X? and their close interpretive interrelationship suggest that they should not be viewed as a fixed inventory of context-dependent interpretations of the format. Rather, the format provides for a root-interpretation that can be adapted to local contextual contingencies, yielding situated action-ascriptions that depend on constraints created by contexts of use.
In this chapter, we overview the specificity of comparisons made within the perspective of Conversation Analysis (CA), and we position them in relation to other fields. We introduce the analytical mentality, methodology, and procedures of CA, and we show how we used it for the analysis of OKAY in this volume.
This special issue investigates early responses—responsive actions that (start to) unfold while the production of the responded-to turn and action is still under way. Although timing in human conduct has gained intense interest in research, the early production of responsive actions has so far largely remained unexplored. But what makes early responses possible? What do such responses tell us about the complex interplay between syntax, prosody, and embodied conduct? And what sorts of actions do participants accomplish by means of such early responses? By addressing these questions, the special issue seeks to offer new advances in the systematic analysis of temporal organization in interaction, contributing to broader discussions in the language and cognitive sciences as to the social coordination of human conduct. In this introductory article, we discuss the role of temporality and sequentiality in social interaction, specifically focusing on projective and anticipatory mechanisms and the interplay between multiple semiotic resources, which are crucial for making early responses possible.
Taking the use of the esthetic term wabi sabi (Japanese compound noun) in a series of German- and English-language theater rehearsals as an example, this article studies the emergence of shared meanings and uses of an expression over an interactional history. We track how shared understandings and uses of wabi sabi develop over the course of a series of theater rehearsals. We focus on the practices by which understandings of wabi sabi are displayed, adopted, and negotiated. We discuss complexities and intransparencies of the manifestation of common ground in multiparty interactions and its relationship to the emergence of routine uses of the expression. Data are in English and German with English translation.
Our study deals with early bodily responses to directives (requests and instructions, i.e., second pair parts [SPPs]) produced before the first pair part (FPP) is complete. We show how early bodily SPPs build on the properties of an emerging FPP. Our focus is on the successive incremental coordination of components of the FPP with components of the SPP. We show different kinds of micro-sequential relationships between FPP and SPP: successive specification of the SPP building on the resources that the FPP makes available, the readjustment or repair of the SPP in response to the emerging FPP, and reflexive micro sequential adaptions of the FPP to an early SPP. This article contributes to our understanding of the origins of projection in interaction and of the relationship between sequentially and simultaneity in interaction. Data are video-recordings from interaction in German.
In this paper, we present our experiences and decisions in dealing with challenges in developing, maintaining and operating online research software tools in the field of linguistics. In particular, we highlight reproducibility, dependability, and security as important aspects of quality management – taking into account the special circumstances in which research software
is usually created.
Communicative deviations of respondents in political video interviews in Ukrainian and German
(2021)
The research has the objective to establish the peculiarities of communicative deviations as a cognitive and at the same time discursive phenomenon in Ukrainian- and German-language video interviews from the viewpoint of respondents. The procedure of the research involves the integrated application of methods and techniques of pragmatics, deviatology and communicative linguistics. A new methodological basis has been developed for the reconstruction of communicative deviations using discourse analysis, namely for the reconstruction of a single event in two discursive environments, determining the communicative context and communication of interview in compared languages. The results of the research allow us to identify the features of communicative deviations in political interviews at the external, internal structural levels and at the situational level. The conclusions of the research indicate that the types of communicative deviations in political video interviews are universal in Ukrainian and German, but reflect national and cultural specifics given the peculiarities of both languages and each linguoculture, as well as existing realias, norms, conventions, maxims and rules of communication.
CLARIAH-DE cross-service search - prospects and benefits of merging subject-specific services
(2021)
CLARIAH-DE combines services and offerings of CLARIN-D and DARIAH-DE. This includes various search applications which are made directly available to researchers. These search applications are presented in this working paper based on their main characteristics and compared with a focus on possible harmonizations. Opportunities and risks of different forms of technical integration are highlighted. Identified challenges can be explained in particular considering the background of different organizational and technical frameworks as well as highly specific and discipline-dependent requirements. The integration work that has already been carried out and the experiences gained with regard to future work and possible integration of further applications are also discussed. The experiences made in CLARIAH-DE can especially be of interest for other projects in the field of digital research infrastructures.
Verbs may be attributed to higher agency than other grammatical categories. In Study 1, we confirmed this hypothesis with archival datasets comprising verbs (N = 950) and adjectives (N = 2115). We then investigated whether verbs (vs. adjectives) increase message effectiveness. In three experiments presenting potential NGOs (Studies 2 and 3) or corporate campaigns (Study 4) in verb or adjective form, we demonstrate the hypothesized relationship. Across studies, (overall N = 721) grammatical agency consistently increased message effectiveness. Semantic agency varied across contexts by either increasing (Study 2), not affecting (Study 3), or decreasing (Study 4) the effectiveness of the message. Overall, experiments provide insights in to the meta-semantic effects of verbs – demonstrating how grammar may influence communication outcomes.
We discuss the modal uses of the Hausa exclusive particle sai (≈ only). We argue that the distribution of sai in modal environments provides evidence for the following claims on the composition of modal meaning that have been independently made in the literature: i) Future-oriented modality involves a prospective aspect operator that can be realized covertly in some languages (e.g. English, Kratzer 2012b) and overtly in others (e.g. Gitksan, Matthewson 2012, 2013). ii) Necessity interpretations arise from exhaustifying possibilities, i.e. an exhaustivity operator applying to existential modality (e.g. Kaufmann 2012 for the case of imperatives and Leffel 2012 for a relevant analysis of necessity meaning in Masalit). We show that future-oriented necessity in Hausa decomposes into EXH((PROSP)), with sai contributing exhaustivity.
This study builds on a large body of work on the use of linguistic forms for requests in social interaction. Using Conversation Analysis / Interactional Linguistics, this study explores the use of two recurrent linguistic formats for requesting in spoken German – simple interrogatives ('do you do ..?') and kannst du VP? ('can you do..?') interrogatives. Based on a corpus of video-recorded, naturally occurring data of mundane data, this study demonstrates one of the interactional factors that is relevant for the choice between alternative interrogative request formats in spoken German – recipient's embodied availability before and during the request initiation. It is shown that simple interrogatives are used to request an action from a recipient who is either available or involved in their own project, which, however, does not have to be suspended or interrupted for the compliance with the request. In contrast, kannst du VP? interrogatives occur in environments in which the recipient is already engaged in a project that must be suspended in order to grant the request.
Making research data publicly available for evaluation or reuse is a fundamental part of good scientific practice. However, regulations such as copyright law can prevent this practice and thereby hamper scientific progress. In Germany, text-based research disciplines have for a long time been mostly unable to publish corpora made from material outside of the public domain, effectively excluding contemporary works. While there are approaches to obfuscate text material in a way that it is no longer covered by the original copyright, many use cases still require the raw textual context for evaluation or follow-up research. Recent changes in copyright now permit text and data mining on copyrighted works. However, questions regarding reusability and sharing of such corpora at a later time are still not answered to a satisfying degree. We propose a workflow that allows interested third parties to access customized excerpts of protected corpora in accordance with current German copyright law and the soon to be implemented guidelines of the Digital Single Market directive. Our prototype is a very lightweight web interface that builds on commonly used repository software and web standards.
We are witnessing an emerging digital revolution. For the past 25–30 years, at an increasing pace, digital technologies—especially the internet, mobile phones and smartphones—have transformed the everyday lives of human beings. The pace of change will increase, and new digital technologies will become even more tightly entangled in human everyday lives. Artificial intelligence (AI), the Internet of Things (IoT), 6G wireless solutions, virtual reality (VR), augmented reality (AR), mixed reality (XR), robots and various platforms for remote and hybrid communication will become embedded in our lives at home, work and school.
Digitalisation has been identified as a megatrend, for example, by the OECD (2016; 2019). While digitalisation processes permeate all aspects of life, special attention has been paid to its impact on the ageing population, everyday communication practices, education and learning and working life. For example, it has been argued that digital solutions and technologies have the potential to improve quality of life, speed up processes and increase efficiency. At the same time, digitalisation is likely to bring with it unexpected trends and challenges. For example, AI and robots will doubtlessly speed up or take over many routine-based work tasks from humans, leading to the disappearance of certain occupations and the need for re-education. This, in turn, will lead to an increased demand for skills that are unique to humans and that technologies are not able to master. Thus, developing human competences in the emerging digital era will require not only the mastering of new technical skills, but also the advancement of interpersonal, emotional, literacy and problem-solving skills.
It is important to identify and describe the digitalisation phenomena—pertaining to individuals and societies—and seek human-centric answers and solutions that advance the benefits of and mitigate the possible adverse effects of digitalisation (e.g. inequality, divisions, vulnerability and unemployment). This requires directing the focus on strengthening the human skills and competences that will be needed for a sustainable digital future. Digital technologies should be seen as possibilities, not as necessities.
There is a need to call attention to the co-evolutionary processes between humans and emerging digital technologies—that is, the ways in which humans grow up with and live their lives alongside digital technologies. It is imperative to gain in-depth knowledge about the natural ways in which digital technologies are embedded in human everyday lives—for example, how people learn, interact and communicate in remote and hybrid settings or with artificial intelligence; how new digital technologies could be used to support continuous learning and understand learning processes better and how health and well-being can be promoted with the help of new digital solutions.
Another significant consideration revolves around the co-creation of our digital futures. Important questions to be asked are as follows: Who are the ones to co-create digital solutions for the future? How can humans and human sciences better contribute to digitalisation and define how emerging technologies shape society and the future? Although academic and business actors have recently fostered inclusion and diversity in their co-creation processes, more must be done. The empowerment of ordinary people to start acting as active makers and shapers of our digital futures is required, as is giving voice to those who have traditionally been silenced or marginalised in the development of digital technology. In the emerging co-creation processes, emphasis should be placed on social sustainability and contextual sensitivity. Such processes are always value-laden and political and intimately intertwined with ethical issues.
Constant and accelerating change characterises contemporary human systems, our everyday lives and the environment. Resilience thinking has become one of the major conceptual tools for understanding and dealing with change. It is a multi-scalar idea referring to the capacity of individuals and human systems to absorb disturbances and reorganise their functionality while undergoing a change. Based on the evolving new digital technologies, there is a pressing need to understand how these technologies could be utilised for human well-being, sustainable lifestyles and a better environment. This calls for analysing different scales and types of resilience in order to develop better technology-based solutions for human-centred development in the new digital era.
This white paper is a collaborative effort by researchers from six faculties and groups working on questions related to digitalisation at the University of Oulu, Finland. We have identified questions and challenges related to the emerging digital era and suggest directions that will make possible a human-centric digital future and strengthen the competences of humans and humanity in this era.
This paper will address the challenge of creating a knowledge graph from a corpus of historical encyclopedias with a special focus on word sense alignment (WSA) and disambiguation (WSD). More precisely, we examine WSA and WSD approaches based on article similarity to link messy historical data, utilizing Wikipedia as aground-truth component – as the lack of a critical overlap in content paired with the amount of variation between and within the encyclopedias does not allow for choosing a ”baseline” encyclopedia to align the others to. Additionally, we are comparing the disambiguation performance of conservative methods like the Lesk algorithm to more recent approaches, i.e. using language models to disambiguate senses.
There has been a long-standing interest in projection and the resources on which participants rely to produce and recognize the import and organization of turns at talk. Less attention has been paid to the character of the activity in which utterances form part and the ways in which embodied action enables the intelligibility, coordination, and in some cases, coproduction, of particular actions. In this article, we focus on specialized forms of embodied, institutional activity and focus in particular on simultaneity and the ways in which bodily action enables the progressive formation and reformation of an activity in the light of the (co)participants’ emerging contributions. We address how the routine structure of particular tasks enables participants to anticipate, prepare for, and even initiate actions in advance of the relevant activity and in turn, how participants may seek to ameliorate the interactional import of potentially premature action. The articles explores the interplay of technical practice and interactional organization and points to the distinctive character of embodied action in understanding anticipation and coordination in complex forms of institutional interaction.
Towards comprehensive definitions of data quality for audiovisual annotated language resources
(2021)
Though digital infrastructures such as CLARIN have been successfully established and now provide large collections of digital resources, the lack of widely accepted standards for data quality and documentation still makes re-use of research data a difficult endeavour, especially for more complex resource types. The article gives a detailed overview over relevant characteristics of audiovisual annotated language resources and reviews possible approaches to data quality in terms of their suitability for the current context. Conclusively, various strategies are suggested in order to arrive at comprehensive and adequate definitions of data quality for this specific resource type and possibly for digital language resources in general.
This paper describes the TEI-based ISO standard 2462:2016 “Transcription of spoken language” and other formats used within CLARIN for spoken language resources. It assesses the current state of support for the standard and the interoperability between these formats and with relevant tools and services. The main idea behind the paper is that a digital infrastructure providing language resources and services to researchers should also allow the combined use of resources and/or services from different contexts. This requires syntactic and semantic interoperability. We propose a solution based on the ISO/TEI format and describe the necessary steps for this format to work as an exchange format with basic semantic interoperability for spoken language resources across the CLARIN infrastructure and beyond.
This study investigates how driving school instructors adapt their instructions to constraints and affordances of different activity types. Adopting a Conversation Analytic approach and building on a comparative corpus of theoretical and practical driving lessons in German, it compares sequences of instructions of the execution of the “shoulder check” (i.e., checking the blind spot) in stationary theoretical versus mobile practical driving lessons. In theoretical lessons, the instructor uses vivid and humorous embodied instructions. In practical driving lessons, the instructor orients to the complex multi‐activity and delivers instructions in a succinct manner, considering the students’ previous knowledge and the embeddedness into the global tasks. The paper shows how instructional practices are sensitive to contextual contingencies which they reflect and treat by their situated design.
This study deals with interpretation practices that speakers employ in order to (re)formulate what another person has said or implied. Analyzing interpretations in a public televised mediation that resembles a public debate, I show which kinds of interpretation practices that speakers adopt and how they differ depending the participants' roles. Systematically comparing all interpretations of the mediator vs. the opposing participants’, I argue that interpretations can be described as general practices with specific interactional effects, but that they are designed and exploited in different ways (i.e., for clarification and discourse-organization vs. self- and other-positioning and constructing arguments). I point out that speakers use meta-pragmatic accounts that support the interactional effects of their interpretations.
Our paper examines how bodily behavior contributes to the local meaning of OKAY. We explore the interplay between OKAY as response to informings and narratives and accompanying multimodal resources in German multi-party interaction. Based on informal and institutional conversations, we describe three different uses of OKAY with falling intonation and the recurrent multimodal patterns that are associated with them and that can be characterized as ‘multimodal gestalts’. We show that: 1. OKAY as a claim to sufficient understanding is typically accompanied by upward nodding; 2. OKAY after change-of-state tokens exhibits a recurrent pattern of up- and downward nodding with distinctive timing; and 3. OKAY closing larger activities is associated with gaze-aversion from the prior speaker.
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.
The General Data Protection Regulation (GDPR) on personal data protection in the European Union entered into application on 25 May 2018. With its 173 recitals and 99 articles, it may be one of the most ambitious pieces of EU legislation to date. Rather than a guide to GDPR compliance for Digital Humanities researchers, this chapter looks at the use of personal data in DH projects from the data subject’s perspective, and examines to what extent the GDPR kept its promise of enabling the data subject to “take control of his data”. The chapter provides an overview of the right to privacy and the right to data protection, a discussion of the relation between the concept of data control and privacy and data protection law, an introduction to the GDPR, and an explanation of its relevance for scientific research in general and DH in particular. The main section of the chapter analyses two types of data control mechanisms (consent and data subject rights) and their impact on DH research.
Privacy in its many aspects is protected by various legal texts (e.g. the Basic Law, Civil Code, Criminal Code, or even the Law on Copyright in artistic and photographic works (KunstUrhG), which protects image rights). Data protection law, which governs the processing of information about individuals (personal data), also serves to protect their privacy. However, some information referring to the public sphere of an individual’s life (e.g. the fact that X is a mayor of Smallville) may still be considered personal data (see below), and as such fall within the scope of data protection rules. In this sense, data protection laws concern information that is not private.
Therefore, privacy and data protection, although closely related, are distinct notions: one can violate someone else’s privacy without processing his or her personal data (e.g. simply by knocking at one’s door at night, uninvited), and vice versa: one can violate data protection rules without violating privacy.
The following handouts focus exclusively on data protection rules, and specifically on the General Data Protection Regulation (GDPR). However, please keep in mind that compliance with the GDPR is not the only aspect of protecting privacy of individuals in research projects. Other rules, such as academic ethics and community standards (such as CARE) also need to be observed.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 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.
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.
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.
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.
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.
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 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.