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"What makes this so complicated?" On the value of disorienting dilemmas in language instruction
(2017)
In the management of cooperation, the fit of a requested action with what the addressee is presently doing is a pervasively relevant consideration. We present evidence that imperative turns are adapted to, and reflexively create, contexts in which the other person is committed to the course of action advanced by the imperative. This evidence comes from systematic variation in the design of imperative turns, relative to the fittedness of the imperatively mandated action to the addressee’s ongoing trajectory of actions, what we call the “dine of commitment”. We present four points on this dine: Responsive imperatives perform an operation on the deontic dimension of what the addressee has announced or already begun to do (in particular its permissibility); local-project imperatives formulate a new action advancing a course of action in which the addressee is already actively engaged; global-project-imperatives target a next task for which the addressee is available on the grounds of their participation in the overall event, and in the absence of any competing work; and competitive imperatives draw on a presently otherwise engaged addressee on the grounds of their social commitment to the relevant course of actions. These four turn shapes are increasingly complex, reflecting the interactional work required to bridge the increasing distance between what the addressee is currently doing, and what the imperative mandates. We present data from German and Polish informal and institutional settings.
This paper argues that there is a correlation between functional and purely grammatical patterning in language, yet the nature of this correlation has to be explored. This claim is based on the results of a corpus-driven study of the Slavic aspect, drawing on the socalled Distributional Hypothesis. According to the East-West Theory of the Slavic aspect, there is a broad east-west isogloss dividing the Slavic languages into an eastern group and a western group. There are also two transitional zones in the north and south, which share some properties with each group (Dickey 2000; Barentsen 1998, 2008). The East-West Theory uses concepts of cognitive grammar such as totality and temporal definiteness, and is based on various parameters of aspectual usage in discourse, including contexts such as habituals, general factuals, historical (narrative) present, performatives, sequenced events in the past etc. The purpose of the above-mentioned study is to challenge the semantic approach to the Slavic aspect by comparing the perfective and imperfective verbal aspect on the basis of purely grammatical co-occurrence patterns (see also Janda & Lyashevskaya 2011). The study focused on three Slavic languages: Russian, which, following the East-West Theory, belongs to the eastern group, Czech, which belongs to the western group, and Polish, which is considered as transitional in its aspectual patterning.
We present a study on gaps in spoken language interaction as a potential candidate for syntactic boundaries. On the basis of an online annotation experiment, we can show that there is an effect of gap duration and gap type on its likelihood of being a syntactic boundary. We discuss the potential of these findings for an automation of the segmentation process.
A syntax-based scheme for the annotation and segmentation of German spoken language interactions
(2018)
Unlike corpora of written language where segmentation can mainly be derived from orthographic punctuation marks, the basis for segmenting spoken language corpora is not predetermined by the primary data, but rather has to be established by the corpus compilers. This impedes consistent querying and visualization of such data. Several ways of segmenting have been proposed,
some of which are based on syntax. In this study, we developed and evaluated annotation and segmentation guidelines in reference to the topological field model for German. We can show that these guidelines are used consistently across annotators. We also investigated the influence of various interactional settings with a rather simple measure, the word-count per segment and unit-type. We observed that the word count and the distribution of each unit type differ in varying interactional settings and that our developed segmentation and annotation guidelines are used consistently across annotators. In conclusion, our syntax-based segmentations reflect interactional properties that are intrinsic to the social interactions that participants are involved in. This can be used for further analysis of social interaction and opens the possibility for automatic segmentation of transcripts.
Action ascription can be understood from two broad perspectives. On one view, it refers to the ways in which actions constitute categories by which members make sense of their world, and forms a key foundation for holding others accountable for their conduct. On another view, it refers to the ways in which we accountably respond to the actions of others, thereby accomplishing sequential versions of meaningful social experience. In short, action ascription can be understood as matter of categorisation of prior actions or responding in ways that are sequentially fitted to prior actions, or both. In this chapter, we review different theoretical approaches to action ascription that have developed in the field, as well as the key constituents and resources of action ascription that have been identified in conversation analytic research, before going on to discuss how action ascription can itself be considered a form of social action.
The grammatical information system grammis combines descriptive texts on German grammar with dictionaries of specific word classes and grammatical terminology. In this paper, we describe the first attempts at analyzing user behavior for an online grammar of the German language and the implementation of an analysis and data extraction tool based on Matomo, a web analytics tool. We focus on the analysis of the keywords the users search for, either within grammis or via an external search platform like Google, and the analysis of the interaction between the text components within grammis and the integrated dictionaries. The overall results show that about 50% of the searches are for grammatical terms, and that the users shift from texts to dictionaries, mainly by using the integrated links to the dictionary of terminology within the texts. Based on these findings, we aim to improve grammis by extending its integrated dictionaries.
As a consequence of a recent curation project, the Dortmund Chat Corpus is available in CLARIN-D research infrastructures for download and querying. In a legal expertise it had been recommended that standard measures of anonymisation be applied to the corpus before its republication. This paper reports about the anonymisation campaign that was conducted for the corpus. Anonymisation has been realised as categorisation, and the taxonomy of anonymisation categories applied is introduced and the method of applying it to the TEI files is demonstrated. The results of the anonymisation campaign as well as issues of quality assessment are discussed. Finally, pseudonymisation as an alternative to categorisation as a method of the anonymisation of CMC data is discussed, as well as possibilities of an automatisation of the process.
It is well known that the distribution of lexical and grammatical patterns is size- and register-sensitive (Biber 1986, and later publications). This fact alone presents a challenge to many corpus-oriented linguistic studies focusing on a single language. When it comes to cross-linguistic studies using corpora, the challenge becomes even greater due to the lack of high-quality multilingual corpora (Kupietz et al. 2020; Kupietz/Trawiński 2022), which are comparable with respect to the size and the register. That was the motivation for the creation of the European Reference Corpus EuReCo, an initiative started in 2013 at the Leibniz Institute for the German Language (IDS) together with several European partners (Kupietz et al. 2020). EuReCo is an emerging federated corpus, with large virtual comparable corpora across various languages and with an infrastructure supporting contrastive research. The core of the infrastructure is KorAP (Diewald et al. 2016), a scalable open-source platform supporting the analysis and visualisation of properties of texts annotated by multiple and potentially conflicting information layers, and supporting several corpus query languages. Until recently, EuReCo consisted of three monolingual subparts: the German Reference Corpus DeReKo (Kupietz et al. 2018), the Reference Corpus of Contemporary Romanian Language (Barbu Mititelu/Tufiş/Irimia 2018), and the Hungarian National Corpus (Váradi 2002). The goal of the present submission is twofold. On the one hand, it reports about the new component of EuReCo: a sample of the National Corpus of Polish (Przepiórkowski et al. 2010). On the other hand, it presents the results of a new pilot study using the newly extended EuReCo. This pilot study investigates selected Polish collocations involving light verbs and their prepositional / nominal complements (Fig. 1) and extends the collocation analyses of German, Romanian and Hungarian (Fig. 2) discussed in Kupietz/Trawiński (2022).
We use a convolutional neural network to perform authorship identification on a very homogeneous dataset of scientific publications. In order to investigate the effect of domain biases, we obscure words below a certain frequency threshold, retaining only their POS-tags. This procedure improves test performance due to better generalization on unseen data. Using our method, we are able to predict the authors of scientific publications in the same discipline at levels well above chance.
In this paper we present the results of an automatic classification of Russian texts into three levels of difficulty. Our aim is to build a study corpus of Russian, in which a L2 student is able to select texts of a desired complexity. We are building on a pilot study, in which we classified Russian texts into two levels of difficulty. In the current paper, we apply the classification to an extended corpus of 577 labelled texts. The best-performing combination of features achieves an accuracy of 0,74 within at most one level difference.
In this paper we use methods for creating a large lexicon of verbal polarity shifters and apply them to German. Polarity shifters are content words that can move the polarity of a phrase towards its opposite, such as the verb “abandon” in “abandon all hope”. This is similar to how negation words like “not” can influence polarity. Both shifters and negation are required for high precision sentiment analysis. Lists of negation words are available for many languages, but the only language for which a sizable lexicon of verbal polarity shifters exists is English. This lexicon was created by bootstrapping a sample of annotated verbs with a supervised classifier that uses a set of data- and resource-driven features. We reproduce and adapt this approach to create a German lexicon of verbal polarity shifters. Thereby, we confirm that the approach works for multiple languages. We further improve classification by leveraging cross-lingual information from the English shifter lexicon. Using this improved approach, we bootstrap a large number of German verbal polarity shifters, reducing the annotation effort drastically. The resulting German lexicon of verbal polarity shifters is made publicly available.
Bilingual Kindergarten programmes. The interaction of language management and language attitudes
(2015)
The present submission reports on a pilot project conducted at the Institute for the German Language (IDS), aiming at strengthening the connection between ISO TC37SC4 “Language Resource Management” and the CLARIN infrastructure. In terminology management, attempts have recently been made to use graph-theoretical analyses to get a better understanding of the structure of terminology resources. The project described here aims at applying some of these methods to potentially incomplete concept fields produced over years by numerous researchers serving as experts and editors of ISO standards. The main results of the project are twofold. On the one hand, they comprise concept networks dynamically generated from a relational database and browsable by the user. On the other, the project has yielded significant qualitative feedback that will be offered to ISO. We provide the institutional context of this endeavour, its theoretical background, and an overview of data preparation and tools used. Finally, we discuss the results and illustrate some of them.
German is a language with complex morphological processes. Its long and often ambiguous word forms present a bottleneck problem in natural language processing. As a step towards morphological analyses of high quality, this paper introduces a morphological treebank for German. It is derived from the linguistic database CELEX which is a standard resource for German morphology. We build on its refurbished, modernized and partially revised version. The derivation of the morphological trees is not trivial, especially for such cases of conversions which are morpho-semantically opaque and merely of diachronic interest. We develop solutions and present exemplary analyses. The resulting database comprises about 40,000 morphological trees of a German base vocabulary whose format and grade of detail can be chosen according to the requirements of the applications. The Perl scripts for the generation of the treebank are publicly available on github. In our discussion, we show some future directions for morphological treebanks. In particular, we aim at the combination with other reliable lexical resources such as GermaNet.
Enabling appropriate access to linguistic research data, both for many researchers and for innovative research applications, is a challenging task. In this chapter, we describe how we address this challenge in the context of the German Reference Corpus DeReKo and the corpus analysis platform KorAP. The core of our approach, which is based on and tightly integrated into the CLARIN infrastructure, is to offer access at different levels. The graduated access levels make it possible to find a low-loss compromise between the possibilities opened up and the costs incurred by users and providers for each individual use case, so that, viewed over many applications, the ratio between effort and results achieved can be effectively optimized. We also report on experiences with the current state of this approach.
Formal learning in higher education creates its own challenges for didactics, teaching, technology, and organization. The growing need for well-educated employees requires new ideas and tools in education. Within the ROLE project, three personal learning environments based on ROLE technology were used to accompany “traditional” teaching and learning activities at universities. The test beds at the RWTH Aachen University in Germany, the School of Continuing Education of Shanghai Jiao Tong University in China, and the Uppsala University in Sweden differ in learning culture, the number of students and their individual background, synchronous versus distant learning, etc. The big range of test beds underlines the flexibility of ROLE technology. For each test bed, the learning scenario is presented and analyzed as well as the particular ROLE learning environment. The evaluation methods are described and the research results discussed in detail. The learned lessons provide an easy way to benefit from the ROLE research work which demonstrates the potential for new ideas based on flexible e-learning concepts and tools in “traditional” education.
This paper studies how the turn-design of a highly recurrent type of action changes over time. Based on a corpus of video-recordings of German driving lessons, we consider one type of instructions and analyze how the same instructional action is produced by the same speaker (the instructor) for the same addressee (the student) in consecutive trials of a learning task. We found that instructions become increasingly shorter, indexical and syntactically less complex; interactional sequences become more condensed and activities designed to secure mutual understanding become rarer. This study shows how larger temporal frameworks of interpersonal interactional histories which range beyond the interactional sequence impinge on the recipient-design of turns and the deployment of multimodal resources in situ.
We present web services which implement a workflow for transcripts of spoken language following the TEI guidelines, in particular ISO 24624:2016 “Language resource management – Transcription of spoken language”. The web services are available at our website and will be available via the CLARIN infrastructure, including the Virtual Language Observatory and WebLicht.
CMC Corpora in DeReKo
(2017)
We introduce three types of corpora of computer-mediated communication that have recently been compiled at the Institute for the German Language or curated from an external project and included in DeReKo, the German Reference Corpus, namely Wikipedia (discussion) corpora, the Usenet news corpus, and the Dortmund Chat Corpus. The data and corpora have been converted to I5, the TEI customization to represent texts in DeReKo, and are researchable via the web-based IDS corpus research interfaces and in the case of Wikipedia and chat also downloadable from the IDS repository and download server, respectively.
The ubiquity of smartphones has been recognised within conversation analysis as having an impact on conversational structures and on the participants’ interactional involvement. However, most of the previous studies have relied exclusively on video recordings of overall encounters and have not systematically considered what is taking place on the device. Due to the personal nature of smartphones and their small displays, onscreen activities are of limited visibility and are thus potentially opaque for both the co-present participants (“participant opacity”) and the researchers (“analytical opacity”). While opacity can be an inherent feature of smartphones in general, analytical opacity might not be desirable for research purposes. This chapter discusses how a recording set-up consisting of static cameras, wearable cameras and dynamic screen captures allowed us to address the analytical opacity of mobile devices. Excerpts from multi-source video data of everyday encounters will illustrate how the combination of multiple perspectives can increase the visibility of interactional phenomena, reveal new analytical objects and improve analytical granularity. More specifically, these examples will emphasise the analytical advantages and challenges of a combined recording set-up with regard to smartphone use as multiactivity, the role of the affordances of the mobile device, and the prototypicality and “naturalness” of the recorded practices.
German research on collocation(s) focuses on many different aspects. A comprehensive documentation would be impossible in this short report. Accepting that we cannot do justice to all the contributions to this area, we just pick out some influential comerstones. This selection does not claim to be representative or balanced, but it follows the idea to constitute the backbone of the story we want to tell: Our ‘German’ view of the still ongoing evolution of a notion of ‘collocation’ Although our own work concerns the theoretical background of and the empirical rationale for collocations, lexicography occupies a large space. Some of the recent publications ( Wahrig 2008, Häcki Buhofer et al. 2014) represent a turn to the empirical legitimation for the selection of typical expressions. Nevertheless, linking the empirical evidence to the needs of an abstract lexicographic description (or a didactic format) is still an open issue.
Colonial studies
(2019)
Many studies on dictionary use presuppose that users do indeed consult lexicographic resources. However, little is known about what users actually do when they try to solve language problems on their own. We present an observation study where learners of German were allowed to browse the web freely while correcting erroneous German sentences. In this paper, we are focusing on the multi-methodological approach of the study, especially the interplay between quantitative and qualitative approaches. In one example study, we will show how the analysis of verbal protocols, the correction task and the screen recordings can reveal the effects of intuition, language (learning) awareness, and determination on the accuracy of the corrections. In another example study, we will show how preconceived hypotheses about the problem at hand might hinder participants from arriving at the correct solution.
This paper discusses changes in lexicographic traditions with respect to contrastive dictionary entries and dynamic, on-demand e-lexicographic descriptions. The new German online dictionary Paronyme - Dyna- misch im Kontrast is concerned with easily confused words (paronyms), such as effektivtefficient and sensibel/ sensitiv. New approaches to the empirical analysis and lexicographic presentation of words such as these are required, and this dictionary is committed to overcoming the discrepancy between traditional practice and insights from language use. As a corpus-guided reference work, it strives to adequately reflect not only authentic use in situations of actual communication, but also cognitive ideas such as conceptual structure, categorization and knowledge. Looking up easily confused lexical items requires contrastive entries where users can instantly compare meaning, contexts and reference. Adaptable access to lexicographic details and variable search options offer different foci and perspectives on linguistic information, and authentic examples reflect prototypical structures. These are essential in order to meet all the different interests of users. This paper will illustrate the contrastive structure of the new e-dictionary and demonstrate which information can be compared. It also focusses on various dynamic modes of dictionary consultation, which enable users to shift perspectives on paronyms accordingly.
The paper reports on the results of a scientific colloquium dedicated to the creation of standards and best practices which are needed to facilitate the integration of language resources for CMC stemming from different origins and the linguistic analysis of CMC phenomena in different languages and genres. The key issue to be solved is that of interoperability – with respect to the structural representation of CMC genres, linguistic annotations metadata, and anonymization/pseudonymization schemas. The objective of the paper is to convince more projects to partake in a discussion about standards for CMC corpora and for the creation of a CMC corpus infrastructure across languages and genres. In view of the broad range of corpus projects which are currently underway all over Europe, there is a great window of opportunity for the creation of standards in a bottom-up approach.
Contrastive analysis of climate-related neologisms registered in GermanN and French Wikipedia
(2023)
Neologisms represent new social norms, tendencies, controversies and attitudes. They denote new or changed concepts which are constantly being negotiated between different members of the discourse community (Wodak 2022 and Catalano/Waugh (eds.) 2020). Neologisms help to identify new communicative patterns and narratives which illustrate different strings of discourse in everyday life. In recent years, many neologisms relating to the subject of the environment and climate have been emerging around the world mainly due to dominant discussions on climate change and the movement “Fridays for Future”. In German, for example, neologisms such as Klimakleber, klimaresilient and globaler Streik and in French neologisms such as éco-anxiété, justice climatique and écocitoyen could be observed. These neologisms occur in many domains of life, for example in politics, media and also in advertising, which means that “l’importance croissante des enjeux environnementaux dans les discours politiques, médiatiques et publicitaires” (Balnat/Gérard 2022, p. 22) can be identified. However, it is not only the occurrence of environment- or climate-related topics that is increasing, but also the rising polarisation of the public debate. The polarisation within public discourse is based on the fact that there are opposing positions which are represented by new or recently relevant terms such as activistes du climat (or Klimaaktivisten) and climatosceptiques (or Klimaskeptiker) (Balnat/Gérard 2022, p. 22). Due to different identifications with one or the other side, one can also speak of an “affrontement idéologique” (Balnat/Gérard 2022, p. 23). 1 The explosive nature and the high complexity of the debate on climate and the environmental issues mean that many words are naturally unfamiliar to people. This is especially true with regard to neologisms. In addition, it is often not only the new word itself but also the signified concept that is initially unknown. When people then look up words, they often do so on the Internet. Wikipedia as a “free encyclopedia” (Wikipedia 2023) is particularly well suited as an object of study with regard to neologisms, since factual knowledge is given special attention there. Furthermore, this reference guide is perceived as a regular source of agreed and common knowledge on all sorts of subjects. Hence, the descriptions found here represent social agreement on controversial terms and discussions to some degree. In this paper, German and French neologisms from the subject area of climate and environment will be examined primarily in Wikipedia, but also in the neighbouring resource Wiktionary,2 which is “a collaborative project to produce a free-content multilingual dictionary” (Wiktionary 2023). Since Wikipedia and Wiktionary are available in French and in German, 21010. International Contrastive Linguistics Conference (ICLC) both are equally suitable for the contrastive analysis. Thus, Wikipedia articles which are accessible in both languages (e.g. Klimanotstand and État d›urgence climatique) or Wikipedia articles about similar events and phenomena (e.g. Letzte Generation and Dernière Rénovation) will be compared. For example, we will have a closer look at other new terms specifying different thematic aspects of the discourse of climate and environment. We will mainly refer to those lexical items which can be found in the respective articles in both languages. Special emphasis will be on overlaps and differences, thematic foci, speaker’s positions and evaluative terms.
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.
In my talk, I present an empirical approach to detecting and describing proverbs as frozen sentences with specific functions in current language use. We have developed this approach in the EU project ‘SprichWort’ (based on the German Reference Corpus). The first chapter illustrates selected aspects of our complex, iterative procedure to validate proverb candidates. Based on our corpus-driven lexpan methodology of slot analysis I then discuss semantic restrictions of proverb patterns. Furthermore, I show different degrees of proverb quality ranging from genuine proverbs to non-proverb realizations of the same abstract pattern. On the one hand, the corpus validation reveals that proverbs are definitely perceived and used as relatively fixed entities and often as sentences. On the other hand, proverbs are not only interpreted as an interesting unique phenomenon but also as part of the whole lexicon, embedded in networks of different lexical items.
The present paper outlines the projected second part of the Corpus Query Lingua Franca (CQLF) family of standards: CQLF Ontology, which is currently in the process of standardization at the International Standards Organization (ISO), in its Technical Committee 37, Subcommittee 4 (TC37SC4) and its national mirrors. The first part of the family, ISO 24623-1 (henceforth CQLF Metamodel), was successfully adopted as an international standard at the beginning of 2018. The present paper reflects the state of the CQLF Ontology at the moment of submission for the Committee Draft ballot. We provide a brief overview of the CQLF Metamodel, present the assumptions and aims of the CQLF Ontology, its basic structure, and its potential extended applications. The full ontology is expected to emerge from a community process, starting from an initial version created by the authors of the present paper.
Corpus REDEWIEDERGABE
(2020)
This article presents the corpus REDEWIEDERGABE, a German-language historical corpus with detailed annotations for speech, thought and writing representation (ST&WR). With approximately 490,000 tokens, it is the largest resource of its kind. It can be used to answer literary and linguistic research questions and serve as training material for machine learning. This paper describes the composition of the corpus and the annotation structure, discusses some methodological decisions and gives basic statistics about the forms of ST&WR found in this corpus.
Except for some recent advances in spoken language lexicography (cf. Verdonik & Sepesy Maučec 2017, Hansen & Hansen 2012, Siepmann 2015), traditional lexicographic work is mainly oriented towards the written language. In this paper, we describe a method we used to identify relevant headword candidates for a lexicographic resource for spoken language that is currently being developed at the Institute for the German Language (IDS, Mannheim). We describe the challenges of the headword selection for a dictionary of spoken language, and having made considerations regarding our headword concept, we present the corpus-based procedures that we used in order to facilitate the headword selection. After presenting the results regarding the selection of one-word lemmas, we discuss the opportunities and limitations of our approach.
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.
We present a method to identify and document a phenomenon on which there is very little empirical data: German phrasal compounds occurring in the form of as a single token (without punctuation between their components). Relying on linguistic criteria, our approach implies to have an operational notion of compounds which can be systematically applied as well as (web) corpora which are large and diverse enough to contain rarely seen phenomena. The method is based on word segmentation and morphological analysis, it takes advantage of a data-driven learning process. Our results show that coarse-grained identification of phrasal compounds is best performed with empirical data, whereas fine-grained detection could be improved with a combination of rule-based and frequency-based word lists. Along with the characteristics of web texts, the orthographic realizations seem to be linked to the degree of expressivity.
We introduce a method for error detection in automatically annotated text, aimed at supporting the creation of high-quality language resources at affordable cost. Our method combines an unsupervised generative model with human supervision from active learning. We test our approach on in-domain and out-of-domain data in two languages, in AL simulations and in a real world setting. For all settings, the results show that our method is able to detect annotation errors with high precision and high recall.
Question Answering Systems for retrieving information from Knowledge Graphs (KG) have become a major area of interest in recent years. Current systems search for words and entities but cannot search for grammatical phenomena. The purpose of this paper is to present our research on developing a QA System that answers natural language questions about German grammar.
Our goal is to build a KG which contains facts and rules about German grammar, and is also able to answer specific questions about a concrete grammatical issue. An overview of the current research in the topic of QA systems and ontology design is given and we show how we plan to construct the KG by integrating the data in the grammatical information system Grammis, hosted by the Leibniz-Institut für Deutsche Sprache (IDS). In this paper, we describe the construction of the initial KG, sketch our resulting graph, and demonstrate the effectiveness of such an approach. A grammar correction component will be part of a later stage. The paper concludes with the potential areas for future research.
Dieses Kapitel lotet Möglichkeiten und Methoden aus, digitale Diskursanalysen nationalsozialistischer Quellentexte durchzuführen. Digitale Technologie wird dabei als heuristisches Werkzeug betrachtet, mit dem der Sprachgebrauch während des Nationalsozialismus im Rahmen größerer Quellenkorpora untersucht werden kann. In einem theoretischen Abschnitt wird grundsätzlich dafür plädiert, während des Analyseprozesses hermeneutisches Sinnverstehen mit breitflächigen korpusbasierten Abfragen zu kombinieren. Verdeutlicht wird diese Herangehensweise an zwei empirischen Beispielen: Anhand eines Korpus von Hitler- und Goebbels-Reden wird dem Auftauchen und der diskursiven Ausgestaltung des nationalsozialistischen Konzepts „Lebensraum“ nachgespürt. Schritt für Schritt wird offengelegt, welche Analysewege durch das Abfragen von Schlüsseltexten, Keywords, Konkordanzen und Kollokationen verfolgt werden können. Das zweite Beispiel zeigt anhand von Eingaben, die aus der Bevölkerung an Staats- und Parteiinstanzen gerichtet wurden, wie solche Quellen mithilfe eines digitalen Tools manuell annotiert werden können, um sie danach auf Musterhaftigkeiten im Sprachgebrauch hin auswerten zu können.
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.
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 evidence for the analysis of the vowels in English <say> and <so> as biphonemic diphthongs /ɛi/ and /əu/, based on neutralization patterns, regular alternations, and foot structure. /ɛi/ and /əu/ are hence structurally on a par with the so called “true diphthongs” /ɑi/, /ɐu/, /ɔi/, but also share prosodic organization with the monophthongs /i/ and /u/. The phonological evidence is supported by dynamic measurements based on the American English TIMIT database.
Calculations of F2-slopes proved to be especially suited to distinguish the relevant groups in accordance with their phonologically motivated prosodic organizations.
Negation is an important contextual phenomenon that needs to be addressed in sentiment analysis. Next to common negation function words, such as not or none, there is also a considerably large class of negation content words, also referred to as shifters, such as the verbs diminish, reduce or reverse. However, many of these shifters are ambiguous. For instance, spoil as in spoil your chance reverses the polarity of the positive polar expression chance while in spoil your loved ones, no negation takes place. We present a supervised learning approach to disambiguating verbal shifters. Our approach takes into consideration various features, particularly generalization features.
We study German affixoids, a type of morpheme in between affixes and free stems. Several properties have been associated with them – increased productivity; a bleached semantics, which is often evaluative and/or intensifying and thus of relevance to sentiment analysis; and the existence of a free morpheme counterpart – but not been validated empirically. In experiments on a new data set that we make available, we put these key assumptions from the morphological literature to the test and show that despite the fact that affixoids generate many low-frequency formations, we can classify these as affixoid or non-affixoid instances with a best F1-score of 74%.
This contribution offers a fine-grained analysis of German and Romanian ditransitive and prepositional transfer constructions. The transfer construction (TC) is shown to be realised in German by 26 argument structure patterns (ASPs), which are conceived of as form-meaning pairings which differ only minimally. The mainstream constructionist view of the different types of TCs being related by polysemy links is rejected, the ASPs being argued instead to be related by family relationships. All but six of the ASPs identified for German are shown to possess a Romanian counterpart. For some ditransitive structures, German is shown to possess two prepositional variants, one with an (‘at’) and one with zu (‘to’) or auf (‘on’), while Romanian has only one. Due to the lack of a Romanian counterpart for the German zu and auf variants, Romanian lacks some of the dative alternations found in German. However, Romanian as well as German permits the double object pattern to interact with take-verbs, verbs of removal and add-verbs, which do not allow the ditransitive construction in English. Since these verb classes also permit at least one prepositional pattern in both languages, Romanian and German show a larger number of dative alternation types than English.
Entity framing is the selection of aspects of an entity to promote a particular viewpoint towards that entity. We investigate entity framing of political figures through the use of names and titles in German online discourse, enhancing current research in entity framing through titling and naming that concentrates on English only. We collect tweets that mention prominent German politicians and annotate them for stance. We find that the formality of naming in these tweets correlates positively with their stance. This confirms sociolinguistic observations that naming and titling can have a status-indicating function and suggests that this function is dominant in German tweets mentioning political figures. We also find that this status-indicating function is much weaker in tweets from users that are politically left-leaning than in tweets by right leaning users. This is in line with observations from moral psychology that left-leaning and right-leaning users assign different importance to maintaining social hierarchies.
In informal interaction, speakers rarely thank a person who has complied with a request. Examining data from British English, German, Italian, Polish, and Telugu, we ask when speakers do thank after compliance. The results show that thanking treats the other’s assistance as going beyond what could be taken for granted in the circumstances. Coupled with the rareness of thanking after requests, this suggests that cooperation is to a great extent governed by expectations of helpfulness, which can be long-standing, or built over the course of a particular interaction. The higher frequency of thanking in some languages (such as English or Italian) suggests that cultures differ in the importance they place on recognizing the other’s agency in doing as requested.
The idea of this article is to take the immaterial and somehow ethereal nature of aesthetic concepts seriously by asking how aesthetic concepts are negotiated and thus formed in communication. My examples come from theatrical production where aesthetic decisions naturally play a major role. In the given case, an aesthetic concept is introduced with which only the director, but none of the actors is familiar in the beginning of the rehearsals. The concept, Wabi Sabi, comes from Japanese culture. As the whole rehearsal process was video recorded, it is possible to track the process of how the concept is negotiated and acquired over time. So, instead of defining criteria what Wabi Sabi as an aesthetic concept “consists of,” this article seeks to show how the concept is introduced, explained and “used” within a practical context, in this case a theater rehearsal. In contrast to conventional models of aesthetic experience, I am interested in the ways in which an aesthetic concept is configured in and through socially organized interaction, and — vice versa — how that interaction contributes to the situational accomplishment of the same concept. In short: I am interested in the “doing” of aesthetic concepts, especially in “doing Wabi Sabi.”
Ethical issues in Language Resources and Language Technology are often invoked, but rarely discussed. This is at least partly because little work has been done to systematize ethical issues and principles applicable in the fields of Language Resources and Language Technology. This paper provides an overview of ethical issues that arise at different stages of Language Resources and Language Technology development, from the conception phase through the construction phase to the use phase. Based on this overview, the authors propose a tentative taxonomy of ethical issues in Language Resources and Language Technology, built around five principles: Privacy, Property, Equality, Transparency and Freedom. The authors hope that this tentative taxonomy will facilitate ethical assessment of projects in the field of Language Resources and Language Technology, and structure the discussion on ethical issues in this domain, which may eventually lead to the adoption of a universally accepted Code of Ethics of the Language Resources and Language Technology community.
The paper describes preliminary studies regarding the usage of Example-Based Querying for specialist corpora. We outline an infrastructure for its application within the linguistic domain. Example-Based Querying deals with retrieval situations where users would like to explore large collections of specialist texts semantically, but are unable to explicitly name the linguistic phenomenon they look for. As a way out, the proposed framework allows them to input prototypical everyday language examples or cases of doubt, which are automatically processed by CRF and linked to appropriate linguistic texts in the corpus.
In this paper, we present our approach to automatically extracting German terminology in the domain of grammar using texts from the online information system grammis as our corpus. We analyze existing repositories of German grammatical terminology and develop Part-of-speech patterns for our extraction thereby showing the importance of unigrams in this domain. We contrast the results of the automatic extraction with a manually extracted standard. By comparing the performance of well-known statistical measures, we show how measures based on corpus comparison outperform alternative methods.
We present the conceptual foundations and basic features of fLexiCoGraph, a generic software package for creating and presenting curated human-oriented lexicographical resources that are roughly modeled according to Měchura’s (2016) idea of graph-augmented trees. The system is currently under development and will be made accessible as open source software. As a sample use case we discuss an existing online database of loanwords borrowed from German into other languages which is based on a growing number of language-specific loanword dictionaries (Lehnwortportal Deutsch). The paper outlines the conceptual foundations of fLexiCoGraph’s hybrid graph/XML data model. To establish a database, XML-based resources may be imported or even input manually. An additional graph database layer is then constructed from these XML source documents in a freely configurable, but automated way; subsequently, the resulting graph can be manipulated and enlarged through a visual user interface in such a way that keeps the relationship to the source document information explicit at all times. We sketch the tooling support for different kinds of graph-level editing processes, including mechanisms for dealing with updated XML source documents and coping with duplicate or inconsistent information, and briefly discuss the browser interface for end users.
Interactants who encounter co-participant conduct which they find to be socio-normatively problematic or troublesome are faced with a range of choices. First and foremost, this includes the issue of whether to directly address it, or to simply ‘let it pass’ (at least for now) (Emerson/Messinger 1977). In the case of the former, the issue then becomes how to address it. Across the various ways in which participants can pragmatically engage with what they perceive to be transgressive or untoward behavior (e.g., Pomerantz 1978; Schegloff 1988b; Dersley/Wootton 2000; Günthner 2000; Bolden/Robinson 2011; Potter/Hepburn 2020; see also Rodriguez 2022), they sometimes meta-pragmatically formulate the co-participant’s doings in terms of specific actions. Such action descriptions are necessarily selective (Sacks 1963; Schegloff 1972, 1988a; Sidnell/Barnes 2013): They foreground certain aspects of the co-participant’s conduct, while backgrounding others, and thus contribute to publically construeing the formulated conduct in particular ways (Jayyusi 1993), viz. as socio-normatively problematic, transgressive or untoward, and interactionally accountable (Robinson 2016; Sidnell 2017).
FrameNet
(2018)
Based on the empirical data of 97 fourth-graders from three districts of Braunschweig in Germany, this paper investigates the possibility of changing semantic frames in multilingual communities. The focus of study is the verb field of self-motion. In a free-sorting task involving 52 verbs, Turkish-speaking students, in particular, placed the verbs schleichen (‘to sneak’) and kommen (‘to come’) in the same group. When explaining the perceived similarity they also used the word schleichen (‘to sneak’), in a specific grammatical construction that is not found in Standard German. This paper suggests that semantic frames may change along with grammatical constructions when typologically distinct languages come into close contact.
Starting from early approaches within Generative Grammar in the late 1960s, the article describes and discusses the development of different theoretical frameworks of lexical decomposition of verbs. It presents the major subsequent conceptions of lexical decompositions, namely, Dowty’s approach to lexical decomposition within Montague Semantics, Jackendoff’s Conceptual Semantics, the LCS decompositions emerging from the MIT Lexicon Project, Pustejovsky’s Event Structure Theory, Wierzbicka’s Natural Semantic Metalanguage, Wunderlich’s Lexical Decompositional Grammar, Hale and Kayser’s Lexical Relational Structures, and Distributed Morphology. For each of these approaches, (i) it sketches their origins and motivation, (ii) it describes the general structure of decompositions and their location within the theory, (iii) it explores their explanative value for major phenomena of verb semantics and syntax, (iv) and it briefly evaluates the impact of the theory. Referring to discussions in article 7 [Semantics: Foundations, History and Methods] (Engelberg) Lexical decomposition, a number of theoretical topics are taken up throughout the paper concerning the interpretation of decompositions, the basic inventory of decompositional predicates, the location of decompositions on the different levels of linguistic representation (syntactic, semantic, conceptual), and the role they play for the interfaces between these levels.
This paper discusses the interaction of Freezing with movement and focus on the basis of subextraction from the pivot of it-cleft sentences. It shows that subextraction is in principle possible, and that it is not sensitive to whether the pivot is related to a derived subject or real object. However, if the context induces an additional contrastive focus on the pivot, extraction is less acceptable. It is suggested that the problem is that two different sets of alternatives need to be construed on the basis of one and the same syntactically marked focus phrase, the pivot. Once the two sets of alternatives are syntactically separated, interpretation is less complex and licit.
Present-day German uses two formally different patterns of compounding in N+N compounds. The first combines bare stems (e.g. Tisch+decke ‘tablecloth’) while the second contains an intervening linking element (LE) as in Geburt-s-ort ‘birth-LE-place’. The linked compounding type developed in Early New High German (1350–1650) from phrasal constructions by reanalyzing genitive attributes as first constituents of compounds. The present paper uses corpus data to explore three key stages in this development: In the initial stage, it shows how prenominal non-specific genitive constructions lent themselves to reanalysis due to their functional overlap and formal similarity. Additionally, compounds seem to have replaced not only prenominal genitives, but also structurally different postnominal genitives. In the second stage, the new compounding pattern increases in productivity between 1500 and 1710, especially compared to the older pattern without linking elements. The last stage pertains to changes in spelling practice. It shows that linked compounds were written separately in the beginning. Their gradual graphematic integration into directly connected words was reversed by a century of hyphenation (1650–1750). This is strikingly different from present-day spelling practice and shows that the linked pattern was still perceived as marked.
Complement phrases are essential for constructing well-formed sentences in German. Identifying verb complements and categorizing complement classes is challenging even for linguists who are specialized in the field of verb valency. Against this background, we introduce an ML-based algorithm which is able to identify and classify complement phrases of any German verb in any written sentence context. We use a large training set consisting of example sentences from a valency dictionary, enriched with POS tagging, and the ML-based technique of Conditional Random Fields (CRF) to generate the classification models.
Between January 2020 and July 2021, many new words and phrases contributed to the expansion of the German vocabulary to enable communication under the new conditions that evolved during the Covid-19 pandemic. Medical and epidemiological vocabulary was integrated into the general language to a large extent. Suddenly, some lexemes from general language were used with very high frequency, while other words were used less often than before. These processes of language change can be studied in various ways, for example, in corpus linguistics with respect to the frequency or emergence of certain words in certain types of texts (e.g. press releases vs. posts in social media), in critical discourse analysis with respect to certain participants of the discourse (e.g. vocabulary of Covid-19 pandemic deniers), or in conversation analysis (e.g. with respect to new verbal interactions in greetings and farewells). The rapid expansion of vocabulary has notably affected also lexicography as a discipline of applied linguistics.
This article will focus on the ways in which a German neologism dictionary project has chosen to capture and document lexicographic information in a timely manner. Both challenges and advantages arise from lexicographic practice “at the pulse of time”. The Neologismenwörterbuch is presented as an example that lends itself well to such a discussion because its subject (neologisms) is characterized as new, innovative, and constantly changing.
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.
During the second half of the 19th century, extended regions of the South Pacific came to be part of the German colonial empire. The colonial administration included repeated and diverse efforts to implement German as the official language in several settings (administration, government, education) in the colonial areas. Due to unfamiliar sociological and linguistic conditions, to competition with English as a(nother) prestigious colonizer language, and to the short time-span of the German colonial rule, these efforts rendered only little language-related effect. Nevertheless, some linguistic traces remained, and these seem to reflect in what areas language implementation was organized most thoroughly. The study combines two directions of investigation: First, taking a historical approach, legal and otherwise official documents and information are considered in order to understand how the implementation process was planned and (intended to be) carried out. Second, from a linguistic perspective, documented lexical borrowings and other traces of linguis tic contact are identified that can corroborate the historical findings by reflecting a greater effect of contact in such areas where the implementation of German was carried out most strictly. The goal of this paper is, firstly, to trace the political and missionary activities in language planning with regard to German in the colonial Pacific, rather similar to a modem language policy scenario when a new code of prestige or national unity is implemented. Secondly, these activities are evaluated in the face of the outcome that can be observed, in the historical practice as well as in long-term effects of language contact up until today.
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.
Im ’Minimalistischen Programm’ (Chomsky 1995) werden A-Bewegungen (’A- movements’, d.h. N-Hebung, V-Hebung usw.) und A’-Bewegungen (’A-bar- movements’, d.h. Extraposition, VP-Adjunktion, ’scrambling’ usw.) als sehr ungleichwertige Operationen behandelt. Der vorliegende Aufsatz untersucht die distinkten Eigenschaften von A-Bewegungen und A’-Bewegungen anhand von drei Gruppen von Argumenten, nämlich Topikalisierung (Abschnitt 2), Verschiebung schwacher Pronomina (Abschnitt 3) und Verb-Zweit unter der Symmetrie-Annahme (Abschnitt 4). Die Konklusionen daraus sind, daß die hier vertretene Analyse eine Möglichkeit bietet, A-Bewegungen und A’- Bewegungen zu unterscheiden, ohne letztere aus dem Zuständigkeitsbereich der Grammatik zu verbannen.
In this chapter, we will investigate smartphone-based showing sequences in everyday social encounters, that is, moments in which a personal mobile device is used for presenting (audio-)visual content to co-present participants. Despite a growing interest in object-centred sequences and mundane technology use, detailed accounts of the sequential, multimodal, and material dimensions of showing sequences are lacking. Based on video data of social interactions in different languages and on the framework of multimodal interaction analysis, this chapter will explore the link between mobile device use and social practices. We will analyse how smartphone showers and their recipients coordinate the manipulation of a technological object with multiple courses of action, and reflect upon the fundamental complexity of this by-now routine joint activity.
Our everyday lives in any social community are shaped by rules (e.g., Roughley 2019; Schmidt/Rakoczy 2019). Rules (in a broad sense) are interactionally negotiated, monitored, enforced, and serve as an ‘orientation value‘ in social life. If someone‘s behavior is treated as norm-violating or problematic in certain way, it may be therefore confronted. Confronting interlocutors can immediately stop, modify, or retrospectively reprimand the misconduct of others in a moralizing manner. Such confrontations of a problem behavior occur commonly in informal interactions. On the basis of our corpus, specifically in informal interactions at the table, I observed that, for example, in Polish, German and British English, direct confrontations occur on average at least once every three minutes. Participants design these actions in a variety of ways, but like everything in interaction, the design is not arbitrary (Sacks 1984; Enfield/Sidnell 2019). A recurrent feature of such turns is connecting misconduct to some more general concepts. It is evident from the data that e.g. speakers of German and Polish use ‘generally valid statements’ in problematic moments (cf. Küttner/Vatanen/Zinken 2022) to reach the closure of the problem sequence, also specifically dealing there with distribution of deontic and epistemic rights (Rogowska in prep.). I ask, when and for what purpose generality, that is, abstracting from a concrete behaviour, is used as a tool while confronting others. The focus is on sequential and linguistic features of abstracting in confronting moments in language comparison. What are the methods to achieve abstraction: i) defocusing the confronted, specific agent (cf. Zinken et al. 2021; Siewierska 2008), e.g. nur derjenige der dran ist der darf die bedingungen für den handel stellen (only the one whose turn it is may set the conditions for the trade); using ii) extreme case formulations (Pomerantz 1986), e.g. na siostrę zawsze można liczyć (you can always count on a sister); iii) referring to stable character traits, e.g. Matylda bardzo chetne by podala. (.) Ona jest taka skora do pomocy (Matylda would be very happy to pass (it to you). (.) She is so eager to help); or iv) broader categorizing of the given referent, e.g. do not build (.) do do not build do not build swastikas (when a) German guy is filming us? Sometimes, even several locus of abstraction are combined in the same turn. Can we identify language-specific and cross-linguistic patterns? What are the interactional consequences: enforcing a compliant behavior in the future, eliciting an apology or cognitively simplifying complex problems? From a comparative perspective, I ask whether going beyond the here-and-now while confronting others is a practice that unites speakers across languages and is thus a human cognitive strategy to display normativity. This ongoing study is based on new comparable data from four European languages from informal interaction during activities around the table (Kornfeld/Küttner/Zinken 2023; Küttner et al. in prep.). The phenomenon was coded systematically in each of the four languages as part of a larger, quantitatively oriented study with different questions (Küttner et al. submitted). In the talk, I will show exemplarily Polish and German evidence. I use the methods of Conversation Analysis (Sidnell/Stivers (eds.) 2012) and Interactional Linguistics (Imo/Lanwer 2019).
In recent years, the availability of large annotated and searchable corpora, together with a new interest in the empirical foundation and validation of linguistic theory and description, has sparked a surge of novel and interesting work using corpus-based methods to study the grammar of natural languages. However, a look at relevant current research on the grammar of the Germanic, Romance, and Slavic languages reveals a variety of different theoretical approaches and empirical foci, which can be traced back to different philological and linguistic traditions. Still, this current state of affairs should not be seen as an obstacle but as an ideal basis for a fruitful exchange of ideas between different research paradigms.
Head alignment in German compounds: Implications for prosodic constituency and morphological parsing
(2022)
The notion of head alignment was introduced to account for the observation that in a word with multiple feet, one is more prominent than the others. In particular, this notion is meant to capture the characteristic edge-orientation of main stress by requiring the (left or right) word boundary and the respective (left or right) boundary of the head foot to coincide (McCarthy & Prince 1993). In the present paper the notion of head alignment will be applied to compounds, which are also characterized by the property that one of their members, located in a margin position, is most prominent.
The adequacy of an analysis in terms of head alignment hinges on the question of whether observable prominence peaks associate with the boundaries of independently motivated constituents. It will be argued that such links exist for German compounds, indicating reference to at least three distinct compound categories established on morphological grounds: copulative, phrasal, and a default class of “regular” compounds. The evidence for the relevant distinctions sheds light on morphological parsing, indicating that compound categories can be – and often are – determined by properties pertaining to their complete form, rather than by conditions affecting their (original) construction.
This chapter will present lessons learned from CLARIN-D, the German CLARIN national consortium. Members of the CLARIN-D communities and of the CLARIN-D consortium have been engaged in innovative, data-driven, and community-based research, using language resources and tools in the humanities and neigh-bouring disciplines. We will present different use cases and users’ stories that demonstrate the innovative research potential of large digital corpora and lexical resources for the study of language change and variation, for language documentation, for literary studies, and for the social sciences. We will emphasize the added value of making language resources and tools available in the CLARIN distributed research infrastructure and will discuss legal and ethical issues that need to be addressed in the use of such an infrastructure. Innovative technical solutions for accessing digital materials still under copyright and for data mining such materials will be presented. We will outline the need for close interaction with communities of interest in the areas of curriculum development, data management, and training the next generation of digital humanities scholars. The importance of community-supported standards for encoding language resources and the practice of community-based quality control for digital research data will be presented as a crucial step toward the provisioning of high quality research data. The chapter will conclude with a discussion of impor-tant directions for innovative research and for supporting infrastructure development over the next decade and beyond.
A central goal of linguistics is to understand the diverse ways in which human language can be organized (Gibson et al. 2019; Lupyan/Dale 2016). In our contribution, we present results of a large scale cross-linguistic analysis of the statistical structure of written language (Koplenig/Wolfer/Meyer 2023) we approach this question from an information-theoretic perspective. To this end, we conduct a large scale quantitative cross-linguistic analysis of written language by training a language model on more than 6,500 different documents as represented in 41 multilingual text collections, so-called corpora, consisting of ~3.5 billion words or ~9.0 billion characters and covering 2,069 different languages that are spoken as a native language by more than 90% of the world population. We statistically infer the entropy of each language model as an index of un. To this end, we have trained a language model on more than 6,500 different documents as represented in 41 parallel/multilingual corpora consisting of ~3.5 billion words or ~9.0 billion characters and covering 2,069 different languages that are spoken as a native language by more than 90% of the world population or ~46% of all languages that have a standardized written representation. Figure 1 shows that our database covers a large variety of different text types, e.g. religious texts, legalese texts, subtitles for various movies and talks, newspaper texts, web crawls, Wikipedia articles, or translated example sentences from a free collaborative online database. Furthermore, we use word frequency information from the Crúbadán project that aims at creating text corpora for a large number of (especially under-resourced) languages (Scannell 2007). We statistically infer the entropy rate of each language model as an information-theoretic index of (un)predictability/complexity (Schürmann/Grassberger 1996; Takahira/Tanaka-Ishii/Dębowski 2016). Equipped with this database and information-theoretic estimation framework, we first evaluate the so-called ‘equi-complexity hypothesis’, the idea that all languages are equally complex (Sampson 2009). We compare complexity rankings across corpora and show that a language that tends to be more complex than another language in one corpus also tends to be more complex in another corpus. This constitutes evidence against the equi-complexity hypothesis from an information-theoretic perspective. We then present, discuss and evaluate evidence for a complexity-efficiency trade-off that unexpectedly emerged when we analysed our database: high-entropy languages tend to need fewer symbols to encode messages and vice versa. Given that, from an information theoretic point of view, the message length quantifies efficiency – the shorter the encoded message the higher the efficiency (Gibson et al. 2019) – this indicates that human languages trade off efficiency against complexity. More explicitly, a higher average amount of choice/uncertainty per produced/received symbol is compensated by a shorter average message length. Finally, we present results that could point toward the idea that the absolute amount of information in parallel texts is invariant across different languages.
Meta-communicative practices are generally reflexive in a fairly obvious sense: Inasmuch as speakers use them to talk about or comment on earlier/subsequent talk, they use language self-reflexively. In this paper, we explore a practice that is reflexive not only in this meta-communicative sense but also in a sequential-interactional one: Prefacing a conversational turn with I was gonna say. We show that the I was gonna say-preface furnishes the following general semantic-pragmatic affordances: (1) It retroactively relates the speaker’s subsequent talk to preceding talk from a co-participant, (2) it embodies a claim to prior, now-preempted, communicative intent with regard to what their co-participant has (just) said/done, (3) it therefore displays its speaker’s orientation to the relevance or the appropriate placement of the action(s) done in their own subsequent talk at an earlier moment in the interaction, and (4) it reflexively re-invokes, or retrieves, this earlier moment as the relevant sequential context for their action(s). We then go on to illustrate how speakers draw on these sequentially reflexive affordances for managing recurrent interactional contingencies in specific sequential environments. The paper ends with a discussion of the role that reflexivity plays in and for the deployment of this practice.
The actual or anticipated impact of research projects can be documented in scientific publications and project reports. While project reports are available at varying level of accessibility, they might be rarely used or shared outside of academia. Moreover, a connection between outcomes of actual research project and potential secondary use might not be explicated in a project report. This paper outlines two methods for classifying and extracting the impact of publicly funded research projects. The first method is concerned with identifying impact categories and assigning these categories to research projects and their reports by extension by using subject matter experts; not considering the content of research reports. This process resulted in a classification schema that we describe in this paper. With the second method which is still work in progress, impact categories are extracted from the actual text data.
This article reports about the on-going work on a new version of the metadata framework Component Metadata Infrastructure (CMDI), central to the CLARIN infrastructure. Version 1.2 introduces a number of important changes based on the experience gathered in the last five years of intensive use of CMDI by the digital humanities community, addressing problems encountered, but also introducing new functionality. Next to the consolidation of the structure of the model and schema sanity, new means for lifecycle management have been introduced aimed at combatting the observed proliferation of components, new mechanism for use of external vocabularies will contribute to more consistent use of controlled values and cues for tools will allow improved presentation of the metadata records to the human users. The feature set has been frozen and approved, and the infrastructure is now entering a transition phase, in which all the tools and data need to be migrated to the new version.
While the role of intentions in the constitution of actions gives rise to complex and heavily controversial questions, it appears to be indisputable that action ascription in interaction mostly does without any overt ascription of intention. Yet, sometimes participants explicitly ascribe intentions to their interlocutors in order to make sense of their prior actions. The chapter examines intention ascriptions in response to a partner’s adjacent prior turn using the German modal verb construction willst du/wollen Sie (do you want). The analysis focuses on the aspect of the prior action the intention ascription addresses (action type, projected next action, motive etc.), the action the intention ascription performs itself, and the next action they make relevant from the prior speaker. It was found that intention ascriptions are used to clarify and intersubjectively ground the meaning of the prior turn, which seems otherwise underspecified, ambiguous or puzzling. Yet, they are also used to adumbrate criticism, e.g., that the prior turn projects a course of future actions which is considered to be inadequate, or to expose a concealed, problematic allegedly “real” meaning of the prior turn.
The sentiment polarity of a phrase does not only depend on the polarities of its words, but also on how these are affected by their context. Negation words (e.g. not, no, never) can change the polarity of a phrase. Similarly, verbs and other content words can also act as polarity shifters (e.g. fail, deny, alleviate). While individually more sparse, they are far more numerous. Among verbs alone, there are more than 1200 shifters. However, sentiment analysis systems barely consider polarity shifters other than negation words. A major reason for this is the scarcity of lexicons and corpora that provide information on them. We introduce a lexicon of verbal polarity shifters that covers the entirety of verbs found in WordNet. We provide a fine-grained annotation of individual word senses, as well as information for each verbal shifter on the syntactic scopes that it can affect.