6 citations · 6 across the 6 of their papers we have counts for
11 papers · 1 filter
ValueGround: Evaluating Culture-Conditioned Visual Value Grounding in MLLMs
Zhipin Wang, Christoph Leiter, Christian Frey +3
Cultural values are expressed not only through language but also through visual scenes and everyday social practices. Yet existing evaluations of cultural values in language models…
ExCAM: Explainable Cultural Awareness Metrics
Christoph Leiter, Haiyue Song, Hour Kaing +4
Evaluating the cultural awareness of large language models is crucial to ensure the fairness of generated text and the generalizability of applications across the world. Recent ben…
Beyond Reproduction: A Paired-Task Framework for Assessing LLM Comprehension and Creativity in Literary Translation
Ran Zhang, Steffen Eger, Arda Tezcan +3
Large language models (LLMs) are increasingly used for creative tasks such as literary translation. Yet translational creativity remains underexplored and is rarely evaluated at sc…
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…
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…
Zhyper: Factorized Hypernetworks for Conditioned LLM Fine-Tuning
M. H. I. Abdalla, Zhipin Wang, Christian Frey +2
Large Language Model (LLM) conditioning refers to instructing an LLM to generate content in accordance with the norms and values of a specific culture, beliefs of a particular poli…