2 papers
cs.CL2025
Exploring Contextual Flux in Large Language Models: A Novel Approach to Self-Modulating Semantic Networks
Henry Evidail, Zachary Mountebank, Alistair Hathersage +3
Self-modulating mechanisms introduce dynamic adaptation capabilities within language models through contextual realignment strategies that influence token embedding trajectories ac…
cs.CL2025
Contextual Morphogenesis in Large Language Models: A Novel Approach to Self-Organizing Token Representations
Alistair Dombrowski, Beatrix Engelhardt, Dimitri Fairbrother +1
Token representations influence the efficiency and adaptability of language models, yet conventional tokenization strategies impose rigid segmentation boundaries that do not adjust…