4 papers
When Discourse Pressures Conflict: Information Structure in Vision-Language Model Outputs
Marcell Fekete, Johannes Bjerva, Tamás Káldi
Vision-language models (VLMs) are increasingly evaluated for whether they identify the right visual content, but little is known about whether they express such content in a discou…
Limited-Resource Adapters Are Regularizers, Not Linguists
Marcell Fekete, Nathaniel R. Robinson, Ernests Lavrinovics +4
Cross-lingual transfer from related high-resource languages is a well-established strategy to enhance low-resource language technologies. Prior work has shown that adapters show pr…
Linguistically Grounded Analysis of Language Models using Shapley Head Values
Marcell Fekete, Johannes Bjerva
Understanding how linguistic knowledge is encoded in language models is crucial for improving their generalisation capabilities. In this paper, we investigate the processing of mor…
CreoleVal: Multilingual Multitask Benchmarks for Creoles
Heather Lent, Kushal Tatariya, Raj Dabre +18
Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research.While the genealogical ties between Creoles and a number of h…