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cs.CL2026
Rethinking Pivot Programming Languages in Code Language Models
Andor Diera, Lukas Galke Poech, Matthias Tichy
Multilingual code language models transfer skills across programming languages (PLs), but whether any PL occupies a privileged pivot position remains contested: geometric analyses…
cs.CL2026
Do Language Models Encode Semantic Relations? Probing and Sparse Feature Analysis
Andor Diera, Ansgar Scherp
Understanding whether large language models (LLMs) capture structured meaning requires examining how they represent concept relationships. In this work, we study three models of in…