Yiqing Cao

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge

Having been trained on massive pretraining data, large language models have shown excellent performance on many knowledge-intensive tasks. However, pretraining data tends to contain misleading and even conflicting information, and it is intriguing to understand how LLMs handle these noisy data durin…