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(2024): Ad Hoc Compounds for Stance Detection BHATIA, Archna, Hrsg., Gosse BOUMA, Hrsg., A. Seza DOĞRUÖZ, Hrsg. und andere. Joint Workshop on Multiword Expressions and Universal Dependencies (MWE-UD) @ LREC-COLING 2024 : Workshop Proceedings. Kerrville, TX: ACL, 2024, S. 231-242. ISBN 978-2-493814-20-3
In this paper we focus on a subclass of multi-word expressions, namely compound formation in German. The automatic detection of compounds is a known problem and we argue that its resolution should be given more urgency in light of a new role we uncovered with respect to ad hoc compound formation: the systematic expression of attitudinal meaning and its potential importance for the down-stream NLP task of stance detection. We demonstrate that ad hoc compounds in German indeed systematically express attitudinal meaning by adducing corpus linguistic and psycholinguistic experimental data. However, an investigation of state-of-the-art dependency parsers and Universal Dependency treebanks shows that German compounds are parsed and annotated very unevenly, so that currently one cannot reliably identify or access ad hoc compounds with attitudinal meaning in texts. Moreover, we report initial experiments with large language models underlining the challenges in capturing attitudinal meanings conveyed by ad hoc compounds. We consequently suggest a systematized way of annotating (and thereby also parsing) ad hoc compounds that is based on positive experiences from within the multilingual ParGram grammar development effort.
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(2024): GRIT : A Dataset of Group Reference Recognition in Italian CALZOLARI, Nicoletta, Hrsg., Min-Yen KAN, Hrsg., Veronique HOSTE, Hrsg. und andere. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). ACL, 2024, S. 7963-7970
For the analysis of political discourse a reliable identification of group references, i.e., linguistic components that refer to individuals or groups of people, is useful. However, the task of automatically recognizing group references has not yet gained much attention within NLP. To address this gap, we introduce GRIT (Group Reference for Italian), a large-scale, multi-domain manually annotated dataset for group reference recognition in Italian. GRIT represents a new resource for automatic and generalizable recognition of group references. With this dataset, we aim to establish group reference recognition as a valid classification task, which extends the domain of Named Entity Recognition by expanding its focus to literal and figurative mentions of social groups. We verify the potential of achieving automated group reference recognition for Italian through an experiment employing a fine-tuned BERT model. Our experimental results substantiate the validity of the task, implying a huge potential for applying automated systems to multiple fields of analysis, such as political text or social media analysis.
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dc.contributor.editor: Cluster of Excellence “The Politics of Inequality”
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dc.contributor.editor: Exzellenzcluster „The Politics of Inequality“
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(2024): Employees’ perceptions of co-workers’ internal promotion penalties : the role of gender, parenthood and part-time European Societies. Taylor & Francis. 2024, 26(3), S. 773-801. ISSN 1461-6696. eISSN 1469-8307. Verfügbar unter: doi: 10.1080/14616696.2023.2270049
Much research has focused on penalties by gender, parenthood and part-time work for hiring processes or wages, but their role for promotions is less clear. This study analyses perceived chances for internal promotion, using a factorial survey design. Employees in 540 larger German (>100 employees) firms were asked to rate the likelihood of internal promotion for vignettes describing fictitious co-workers who varied in terms of gender, parenthood, working hours as well as age, earnings, qualification, tenure and job performance. Results show that promotion chances are perceived as significantly lower for co-workers who are women (gender penalty), mothers (motherhood penalty) and part-time workers (part-time penalty). Fathers and childless men (co-workers) are not evaluated differently (no fatherhood premium or penalty), and neither does part-time employment seem to be perceived as a double penalty for male co-workers. All three perceived promotion penalties are more pronounced among female employees, mothers, and part-time employees. These findings show that employees perceive differential promotion chances for co-workers which indicate actual differences due to discrimination, selective applications or structural dead-ends. Either way, perceived promotion penalties are likely consequential in guiding employee’s application behavior and hence can contribute to the persistence of vertical gender segregation in the labor market.
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dc.contributor.author: Lang, Julia
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dc.contributor.author: Brüll, Eduard; Rostam-Afschar, Davud
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dc.contributor.author: Hjort Rapp, Carolin
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(2023): Carbon inequality and support for carbon taxation European Journal of Political Research. Wiley. ISSN 0304-4130. eISSN 1475-6765. Available under: doi: 10.1111/1475-6765.12647
Stringent policies that significantly increase the cost of greenhouse gas emissions, such as CO2, are increasingly necessary for mitigating climate change. Yet while richer individuals in society generate the most CO2 emissions and thus will face the largest absolute cost burden, they also tend to be more supportive of stringent environmental policies. In this paper, we examine how information about the distribution of carbon emissions by income affects support for carbon taxation. While carbon taxation is widely advocated as the most efficient policy for mitigating climate change, it faces significant political hurdles due to its distributional costs. Using original survey data, with an embedded experiment, we find that providing information about the actual distribution of household CO2 emissions by income significantly changes individuals' support for carbon taxation. These effects are particularly pronounced at the bottom of the household income distribution, leading to increased support for costly climate policies. However, individuals who believe that carbon taxes will reduce their income continue to hold their level of support for carbon taxation. Our findings have significant implications for understanding the public's response to the distributional consequences of the green transitions and ultimately their political feasibility.
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(2023): Can welfare states buffer technostress? : Income and technostress in the context of various OECD countries PLOS ONE. Public Library of Science (PLoS). 2023, 18(12), e0295229. eISSN 1932-6203. Available under: doi: 10.1371/journal.pone.0295229
Many workers are experiencing the downsides of being exposed to an overload of information and communication technology (ICT), highlighting the need for resources to cope with the resulting technostress. This article offers a novel cross-level perspective on technostress by examining how the context of the welfare state influences the relationship between income and technostress. Showing that individuals with higher income experience less technostress, this study argues that the welfare state represents an additional coping resource, in particular in the form of unemployment benefits. Since unemployment benefits insure income earners in the case of job loss, the negative effect of income on technostress should increase with higher levels of unemployment generosity. In line with these expectations, empirical results based on original survey data collected in collaboration with the OECD show that the impact of income on technostress varies across welfare state contexts. Implications for public health and policymakers are being discussed.
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(2023): Der Aufstand der Abgehängten Frankfurter Allgemeine Sonntagszeitung. 3. Dez. 2023, No. 48, pp. 56
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(2023): Wie gelingt die Integration junger Zugewanderter in den Arbeitsmarkt? : Das Integration@Work-Projekt
Aktuell gibt es eine steigende Zuwanderung in den deutschen Arbeitsmarkt – nicht nur von Geflüchteten, sondern auch durch die aktive Anwerbung ausländischer Fachkräfte. Im Hinblick auf eine erfolgreiche ökonomische und soziale Integration spielt das duale Ausbildungssystem eine wichtige Rolle. Allerdings zeigen sich bei zugewanderten Auszubildenden deutlich höhere Abbruchquoten als bei Auszubildenden mit deutschem Pass. Besonders ausgeprägt ist das in Branchen, die stark vom Fachkräftemangel betroffen sind, wie im Handwerk oder den Pflegeberufen. In diesem Policy Paper werden Faktoren identifiziert, die die Integration junger Zugewanderter in den Ausbildungsmarkt verbessern und entsprechende Handlungsempfehlungen an Ausbildungsbetriebe und politische Akteure formuliert.
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(2023): Rules and responsibilities : business and social norms in transnational governance ELIANTONIO, Mariolina, ed., Emilia KORKEA-AHO, ed., Ulrike MÖRTH, ed.. Research Handbook on Soft Law. Cheltenham, UK: Edward Elgar Publishing, 2023, pp. 132-144. ISBN 978-1-83910-192-2. Available under: doi: 10.4337/9781839101939.00018
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(2023): Die 1,5 Grad kamen nicht aus dem Norden Frankfurter Allgemeine Sonntagszeitung. 12. Nov. 2023, No. 45, pp. 60
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