Shangmin Guo

Bias Amplification in Language Model Evolution: An Iterated Learning Perspective

2024 · arXiv (Cornell University)

With the widespread adoption of Large Language Models (LLMs), the prevalence of iterative interactions among these models is anticipated to increase. Notably, recent advancements in multi-round self-improving methods allow LLMs to generate new examples for …