Showing 2026Show all
2 papers · 1 filter
cs.CL2026
Compact Language, Complex Model Shifts: How and Where Ambiguity and Underspecification Affect LLMs
Michaela Regneri, Nina Scheller, Sören Laue
We analyze how lexical ambiguity and underspecification affect language model training. We create artificial homonyms and artificial hypernyms as pseudowords and analyze the genera…
cs.CL2026
LLMs Explain't: A Post-Mortem on Semantic Interpretability in Transformer Models
Alhassan Abdelhalim, Janick Edinger, Sören Laue +1
Large Language Models (LLMs) are becoming increasingly popular in pervasive computing due to their versatility and strong performance. However, despite their ubiquitous use, the ex…