2 papers
cs.CL2026
Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss
Ronald Skorobogat, Ameya Prabhu, Matthias Bethge
Multilingual benchmarks guide the development of frontier models. Yet multilingual evaluations reported by frontier models are structured similar to popular reasoning and knowledge…
cs.LG2025
Subspace-Boosted Model Merging
Ronald Skorobogat, Karsten Roth, Mariana-Iuliana Georgescu
Model merging enables the combination of multiple specialized expert models into a single model capable of performing multiple tasks. However, the benefits of merging an increasing…