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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.