2026
Quantifying Semantic Inertia in Large Language Models Under Rapid Topic Switching
IJCAI 2026
In multi-turn interactions, large language models (LLMs) often exhibit a persistent influence from prior turns, even after an explicit topic switch. This behavior, which we term semantic inertia, can cause responses to deviate from the expected output distribution for an independent task, underminin