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cs.CL2025
Beyond Tokens in Language Models: Interpreting Activations through Text Genre Chunks
Éloïse Benito-Rodriguez, Einar Urdshals, Jasmina Nasufi +1
Understanding Large Language Models (LLMs) is key to ensure their safe and beneficial deployment. This task is complicated by the difficulty of interpretability of LLM structures,…
cs.CL2025
ParaScopes: What do Language Models Activations Encode About Future Text?
Nicky Pochinkov, Yulia Volkova, Anna Vasileva +1
Interpretability studies in language models often investigate forward-looking representations of activations. However, as language models become capable of doing ever longer time h…