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An ongoing academic and research program, the “Vocabula Grammatica” lexicon, implemented by the Centre for the Greek Language (Thessaloniki, Greece), aims at lemmatizing all the philological, grammatical, rhetorical, and metrical terms in the written texts of scholars (philologists and scholiasts) who curated the ancient Greek literature from the beginning of the Hellenistic period (4th/3rd c. BC) until the end of the Byzantine era (15th c. AD). In particular, it aspires to fill serious gaps (a) in the study of ancient Greek scholarship and (b) in the lexicography of the ancient Greek language and literature. By providing specific examples, we will highlight the typical and methodological features of the forthcoming dictionary.
Drawing upon the transformative power of questions, the paper investigates questioning sequences from authentic coaching data to examine the systematic use of a particular succession of formulation and question and its impact on inviting self-reflection processes in the client and eliciting change. The object of investigation in this paper are therefore questioning sequences in which a coach asks a question immediately after a rephrasing or relocating action, prompting the client to respond in an explicit or implicit way. The coach hereby shifts the focus to a hypothetical scenario, prompting the client to change her perspective on the matter and reflect on her own statements, ideas and attitudes from an outside perspective. The paper aims to contribute to closing the research gap of the change potential of reflection-stimulating action techniques used by coaches, by investigating one of many ways of how questions can be powerful tools to invite a change of perspective for the client. The study focuses on one coaching process consisting of three sessions between a female coach and a female client, utilizing a single case study approach. The data collection was part of the interdisciplinary project “Questioning Sequences in Coaching”, comprising 14 authentic coaching processes. The analysis follows Peräkylä’s Transformative Sequences model, examining the first position including the formulation and the subsequent question, the client’s response, and the coach’s reaction to the response. On a practical level, the main purpose of this paper is not to contribute to the many ways practical literature recommends coaches how to do their work and how to ask questions, but rather to show in what ways the elicitation of self-reflection processes in clients has been achieved by other coaches in authentic coaching sessions.
“My Curiosity was Satisfied, but not in a Good Way”: Predicting User Ratings for Online Recipes
(2014)
In this paper, we develop an approach to automatically predict user ratings for recipes at Epicurious.com, based on the recipes’ reviews. We investigate two distributional methods for feature selection, Information Gain and Bi-Normal Separation; we also compare distributionally selected features to linguistically motivated features and two types of frameworks: a one-layer system where we aggregate all reviews and predict the rating vs. a two-layer system where ratings of individual reviews are predicted and then aggregated. We obtain our best results by using the two-layer architecture, in combination with 5 000 features selected by Information Gain. This setup reaches an overall accuracy of 65.60%, given an upper bound of 82.57%.
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.
The proposed contribution will shed light on current and future challenges on legal and ethical questions in research data infrastructures. The authors of the proposal will present the work of NFDI’s section on Ethical, Legal and Social Aspects (hereinafter: ELSA), whose aim is to facilitate cross-disciplinary cooperation between the NFDI consortia in the relevant areas of management and re-use of research data.
Having found their way onto the computer screens, comics soon branched into webcomics. These kept a lot of the characteristics of print comic books, but gradually adapted new unexplored modes of representation. Three relatively new ‘enhancements’ to the medium of comics are presented in this article: webcomics enhanced through the use of the infinite canvas, as proposed by Scott McCloud, those enhanced with videos and/or sound, and lastly those enhanced with interactive and ludic elements. All of the mentioned push the medium of comics into new waters, and by doing so they add new layers of meaning and modify their structure based on the make-up of the implemented features. Infinite canvas manages to lift some limitations of print comics without changing the overall feel too drastically, while animated and voiced webcomics, as well as interactive or game comics, have a much higher inclination to transgress into domains of other media and transform themselves in order to accommodate and integrate these novel foreign features.
“Die Sprach-Checker” (Eng. “Language Checkers”) are young citizen scientists from Mannheim’s highly diverse district Neckarstadt-West. Together with linguists, they investigate a tremendous treasure: their own multilingualism. They are exploring and (re)discovering their own languages and the other languages used in their environment while documenting and reflecting on their everyday experiences in and with different linguistic practices. Our aim is to raise awareness of their strengths and to promote appreciation for their language biographies, thus fostering a sense of identification with one’s own linguistic surroundings. Such a joint research endeavour offers empirical opportunities to address (linguistic) issues of societal relevance by collecting authentic data from the multicultural district and involving its residents and local stakeholders. In this paper, we will provide insights regarding the project’s background, conception, and outcomes. We address everyone who is planning or conducting a citizen science project with young people, especially children and adolescents, or who works at the interface between science and society.
‘Can’ and ‘must’-type modal verbs in the direct sanctioning of misconduct across European languages
(2023)
Deontic meanings of obligation and permissibility have mostly been studied in relation to modal verbs, even though researchers are aware that such meanings can be conveyed in other ways (consider, for example, the contributions to Nuyts/van der Auwera (eds.) 2016). This presentation reports on an ongoing project that examines deontic meaning but takes as its starting point not a type of linguistic structure but a particular kind of social moment that presumably attracts deontic talk: The management of potentially ‚unacceptable‘ or untoward actions (taking the last bread roll at breakfast, making a disallowed move during a board game, etc.). Data come from a multi-language parallel video corpus of everyday social interaction in English, German, Italian, and Polish. Here, we focus on moments in which one person sanctions another’s behavior as unacceptable. Using interactional-linguistic methods (Couper-Kuhlen/Selting 2018), we examine similarities and differences across these four languages in the use of modal verbs as part of such sanctioning attempts. First results suggest that modal verbs are not as common in the sanctioning of misconduct as one might expect. Across the four languages, only between 10%–20% of relevant sequences involve a modal verb. Most of the time, in this context, speakers achieve deontic meaning in other ways (e.g., infinitives such as German nicht so schmatzen, ‚no smacking‘). This raises the question what exactly modal verbs, on those relatively rare occasions when they are used, contribute to the accomplishment of deontic meaning. The reported study pursues this question in two ways: 1) By considering similarities across languages in the ways that modal verbs interact with other (verbal) means in the sanctioning of misconduct.; 2) By considering differences across languages in the use of modal verbs. Here, we find that the relevant modal verbs are used similarly in some activity contexts (enforcing rules during board games), but less so in other activity contexts (mundane situations with no codified rules). In sum, the presented study adds to cross-linguistically grounded knowledge about deontic meaning and its relationships to linguistics structures.
Despite the importance of the agent role for language grammar and processing, its definition and features are still controversially discussed in the literature on semantic roles. Moreover, diagnostic tests to dissociate agentive from non-agentive roles are typically applied with qualitative introspection data. We investigated whether quantitative acceptability ratings obtained with a well-established agentivity test, the DO-cleft, provide evidence for the feature-based prototype account of (Dowty, David R. 1991. Thematic protoroles and argument selction. Language 67(3). 547-619) postulating that agentivity increases with the number of agentive features that a role subsumes. We used four different intransitive verb classes in German and collected acceptability judgements from non-expert native speakers of German. Our results show that sentence acceptability increases linearly with the number of agentive features and, hence, agentivity. Moreover, our findings confirm that sentience belongs to the group of proto-agent features. In summary, this suggests that a multidimensional account including a specific mechanism for role prototypicality (feature accumulation) successfully captures gradient acceptability clines. Quantitative acceptability estimates are a meaningful addition to linguistic theorizing.
The IMS Open Corpus Workbench (CWB) software currently uses a simple tabular data model with proven limitations. We outline and justify the need for a new data model to underlie the next major version of CWB. This data model, dubbed Ziggurat, defines a series of types of data layer to represent different structures and relations within an annotated corpus; each such layer may contain variables of different types. Ziggurat will allow us to gradually extend and enhance CWB’s existing CQP-syntax for corpus queries, and also make possible more radical departures relative not only to the current version of CWB but also to other contemporary corpus-analysis software.
This paper presents an annotation scheme for English modal verbs together with sense-annotated data from the news domain. We describe our annotation scheme and discuss problematic cases for modality annotation based on the inter-annotator agreement during the annotation. Furthermore, we present experiments on automatic sense tagging, showing that our annotations do provide a valuable training resource for NLP systems.
Wortgeschichte digital (‘digital word history’) is a new historical dictionary of New High German, the most recent period of German reaching from approximately 1600 AD up to the present. By contrast to many historical dictionaries, Wortgeschichte digital has a narrated text – a “word history” – at the core of its entries. The motivation for choosing this format rather than traditional microstructures is
briefly outlined. Special emphasis it put on the way these word histories interact with other components of the dictionary, notably with the quotation section. As Wortgeschichte digital is an online only project, visualizations play an important role for the design of the dictionary. Two examples are presented: first, the “quotation navigator” which is relevant for the microstructure of the entries, and, second, a timeline (“Zeitstrahl”) which is part of the macrostructure as it gives access to the lemma inventory from a diachronic point of view.
Sound units play a pivotal role in cognitive models of auditory comprehension. The general consensus is that during perception listeners break down speech into auditory words and subsequently phones. Indeed, cognitive speech recognition is typically taken to be computationally intractable without phones. Here we present a computational model trained on 20 hours of conversational speech that recognizes word meanings within the range of human performance (model 25%, native speakers 20–44%), without making use of phone or word form representations. Our model also generates successfully predictions about the speed and accuracy of human auditory comprehension. At the heart of the model is a ‘wide’ yet sparse two-layer artificial neural network with some hundred thousand input units representing summaries of changes in acoustic frequency bands, and proxies for lexical meanings as output units. We believe that our model holds promise for resolving longstanding theoretical problems surrounding the notion of the phone in linguistic theory.
We describe a simple procedure for the automatic creation of word-level alignments between printed documents and their respective full-text versions. The procedure is unsupervised, uses standard, off-the-shelf components only, and reaches an F-score of 85.01 in the basic setup and up to 86.63 when using pre- and post-processing. Potential areas of application are manual database curation (incl. document triage) and biomedical expression OCR.
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.
This article explores the relation between word order and response latency, focusing on responses to question-word questions. Qualitative (multimodal) and quantitative analyses of naturally occurring conversations in French—where question-words can occur in initial, medial, or final position within the question—show that variation in word order affects the timing of responses. It is argued that this is so because word order provides a differential basis for action ascription, creating different temporal opportunities for projecting the recipient’s next relevant action. The frequent occurrence of early responses to questions with an initial question-word, in particular, stresses the importance of the recognition point of an action under way for response timing and shows respondents’ pervasive orientation to sequential progressivity. Findings highlight how lexico-syntactic trajectories of emergent turns, prior talk and actions, material and bodily features of interaction, and participants’ shared expectations conspire in shaping the time-courses of action ascription and action projection.
Word Families in Diachrony. An epoch-spanning structure for the word families of older German
(2022)
The ‘Word Families in Diachrony’ project (WoDia), for which a funding application to the DFG is in preparation, aims to provide a database driven online research environment that will enable processes of change in the entire historical vocabulary of German to be investigated by focusing on the changes in word families and the individual means of word formation. WoDia will embed the vocabularies of Old High German (OHG), Middle High German (MHG), Old Saxon (OS), and Middle Low German (MLG) in a database, resulting in a word-family structure for High and Low German from the beginnings up to the 15th century (for High German) and up to the 17th century (for Low German). The basis of the vocabulary is provided by reference dictionaries of the four historical varieties, whereas the word families’ historical structure is based on the word-family dictionary of OHG by Jochen Splett (1992). Each lemma in the database will be assigned, where appropriate, to a word family. The individual word-formation elements and the word-formation hierarchy will be mapped in a structural formula. The etymologically corresponding lemmas and word families of the different periods/varieties of older German will be linked so that an analysis across the varieties will also be possible. The annotations of word families in the database (e. g., relating to word structure) will be supplemented by linking their lemmas to the online dictionaries and to the reference corpora of Old German (OS and OHG), MHG, and MLG.
Many European languages have undergone considerable changes in orthography over the last 150 years. This hampers the application of modern computer-based analysers to older text, and hence computer-based annotation and studies of text collections spanning a long period. As a step towards a functional analyser for Norwegian texts (Nynorsk standard) from the 19th century, funding was granted in 2020 for creating a full form generator for all inflected forms of headwords found in Ivar Aasen’s dictionary published in 1873 (Aasen 1873) and his grammar from 1864 (Aasen 1864). Creating this word bank led to new insight in Aasen (1873), its structure, internal organisation, and ambition level as well as its link to Aasen (1864). As a test, the full form list generated from this new word bank was used to analyse the word inventory of texts by Aa. O. Vinje, written in the period 1850–1870. The Vinje texts were also analysed using a full form list of modern standard Norwegian, to study the differences in applicability and see how Vinje’s language relates to the written standard of modern Norwegian.
eThis paper first attempts a state-of-the art overview of what is known about women in the history of lexicography up to the early twentieth century. It then focusses more closely on the German and German-English lexicographical traditions to 1900, examining them from three different perspectives (following Russell’s 2018 study of women in English lexicography): women as users and dedicatees of dictionaries; women as contributors to and compilers of lexicographical works; and (in a very preliminary way) women and female sexuality as represented in German/English bilingual dictionaries of the eighteenth and early nineteenth centuries. Russell (2018) was able to identify some 24 dictionaries invoking women as patrons, dedicatees or potential users before 1700, and some 150 works in English lexicography by women between 1500 and 1900, besides the contribution of hundreds of women as supporters and helpers, not least as unpaid readers and sub-editors for the Oxford English Dictionary. Equivalent research in other languages is lacking, but this paper presents some of the known examples of women as lexicographers. The evidence tends to support Russell’s finding for English, that women were more likely to find a place in lexicography outside the mainstream: sometimes in a more private sphere (like Hester Piozzi); often in bilingual lexicography (such as Margrethe Thiele, working on a Danish-French dictionary), including missionary and or colonizing activity (such as Cinie Louw in Africa, Daisy Bates in Australia); and in dialect description (Coronedi Berti in Italy, Luisa Lacal and María Moliner in Spain). Within the German-speaking context, women who participated in lexicographical work themselves are hard to identify before the late nineteenth century, though those few women who did have access to education were often engaged in language learning, including translation activity, and they were likely users of bilingual and multilingual dictionaries. Christian Ludwig’s (1706) English-German dictionary – the first of its kind – was dedicated to the Electoral Princess Sophia of Hanover. Elizabeth Weir may have been the first named female compiler of a German dictionary, with her bilingual New German Dictionary (1888). Rather better known are the cases of Agathe Lasch and Luise Pusch, who, as pioneering women in the field of German linguistics, ultimately led major lexicographical projects documenting German regional varieties in the first half of the twentieth century (Middle Low German and Hamburgish in the case of Lasch; the Hessisch Nassau dialect dictionary in the case of Berthold). In the light of existing research on gender and sexuality in the history of English lexicography (e. g. Iamartino 2010; Turton 2019), I conclude with a preliminary exploration how woman and sexuality have been represented in dictionaries of German and English, taking the words Hure and woman in bilingual German-English dictionaries of the eighteenth and nineteenth centuries as my case studies.