Optimizing text representations to capture (dis) similarity between political parties

T Ceron, N Blokker, S Padó - arXiv preprint arXiv:2210.11989, 2022 - arxiv.org
Even though fine-tuned neural language models have been pivotal in enabling" deep"
automatic text analysis, optimizing text representations for specific applications remains a …

Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates

A Kostikova, D Beese, B Paassen, O Pütz… - Proceedings of the …, 2024 - aclanthology.org
Solidarity is a crucial concept to understand social relations in societies. In this study, we
investigate the frequency of (anti-) solidarity towards women and migrants in German …

[PDF][PDF] Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates

A Kostikova, B Paassen, D Beese, O Pütz… - arXiv preprint arXiv …, 2022 - academia.edu
We measure support with women and migrants in German political debates over the last 155
years. To do so, we (1) provide a gold standard of 1205 text snippets in context, annotated …

Between welcome culture and border fence: A dataset on the European refugee crisis in German newspaper reports

N Blokker, A Blessing, E Dayanik, J Kuhn… - Language Resources …, 2023 - Springer
Newspaper reports provide a rich source of information on the unfolding of public debates,
which can serve as basis for inquiry in political science. Such debates are often triggered by …

Between welcome culture and border fence. A dataset on the European refugee crisis in German newspaper reports

N Blokker, A Blessing, E Dayanik, J Kuhn… - arXiv preprint arXiv …, 2021 - arxiv.org
Newspaper reports provide a rich source of information on the unfolding of public debate on
specific policy fields that can serve as basis for inquiry in political science. Such debates are …

Come hither or go away? Recognising pre-electoral coalition signals in the news

I Rehbein, SP Ponzetto, A Adendorf… - Proceedings of the …, 2021 - aclanthology.org
In this paper, we introduce the task of political coalition signal prediction from text, that is, the
task of recognizing from the news coverage leading up to an election the (un) willingness of …

[PDF][PDF] Why justifications of claims matter for understanding party positions

N Blokker, T Ceron, A Blessing, E Dayanik… - Proceedings of the …, 2022 - researchgate.net
Positional analyses in political science target the identification of (dis) similarities between
parties based on their stance on a given policy or political demand (claim)–which are …

Challenges of computational social science analysis with NLP methods

E Dayanik - 2022 - elib.uni-stuttgart.de
Computational Social Science (CSS) is an emerging research area at the intersection of
social science and computer science, where problems of societal relevance can be …