Structured Context Recomposition for Large Language Models Using Probabilistic Layer Realignment

Jonathan Teel, Jocasta Cumberbatch, Raphael Benington +1

Extended sequence generation often leads to degradation in contextual consistency due to the inability of conventional self-attention mechanisms to effectively retain long-range de…