3 papers
cs.CL2025
Steering Prepositional Phrases in Language Models: A Case of with-headed Adjectival and Adverbial Complements in Gemma-2
Stefan Arnold, René Gröbner
Language Models, when generating prepositional phrases, must often decide for whether their complements functions as an instrumental adjunct (describing the verb adverbially) or an…
cs.CL2025
Memorization in Language Models through the Lens of Intrinsic Dimension
Stefan Arnold
Language Models (LMs) are prone to memorizing parts of their data during training and unintentionally emitting them at generation time, raising concerns about privacy leakage and d…
cs.CL2025
Inspecting the Representation Manifold of Differentially-Private Text
Stefan Arnold
Differential Privacy (DP) for text has recently taken the form of text paraphrasing using language models and temperature sampling to better balance privacy and utility. However, t…