3 papers
cs.CL2026
LLM Analysis of 150+ years of German Parliamentary Debates on Migration Reveals Shift from Post-War Solidarity to Anti-Solidarity in the Last Decade
Aida Kostikova, Ole Pütz, Steffen Eger +2
Migration has been a core topic in German political debate, from the postwar displacement of millions of expellees to labor migration and recent refugee movements. Studying politic…
cs.CL2026
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models
Aida Kostikova, Zhipin Wang, Deidamea Bajri +3
Large language model (LLM) research has grown rapidly, along with increasing concern about their limitations. In this survey, we conduct a data-driven, semi-automated review of res…
cs.CL2024
Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates
Aida Kostikova, Benjamin Paassen, Dominik Beese +3
Solidarity is a crucial concept to understand social relations in societies. In this paper, we explore fine-grained solidarity frames to study solidarity towards women and migrants…