Context Layout and Ordering: Where in the Window Information Lands

Lost in the Middle: How Large Language Models Lose Context Mid-Prompt

The core principle is the positional inattention mechanism inherent to Transformer-based Large Language Models (LLMs), formally characterized by a U-shaped performance curve where information retenti…