14 citations · 18 across the 7 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CL2025
A quantitative analysis of semantic information in deep representations of text and images
Santiago Acevedo, Andrea Mascaretti, Riccardo Rende +3
It was recently observed that the representations of different models that process identical or semantically related inputs tend to align. We analyze this phenomenon using the Info…
cs.CL2025★ 1 cited
Repetitions are not all alike: distinct mechanisms sustain repetition in language models
Matéo Mahaut, Francesca Franzon
Large Language Models (LLMs) can sometimes degrade into repetitive loops, persistently generating identical word sequences. Because repetition is rare in natural human language, it…