Large Language Models

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge
We find that large language models (LLMs) speak too positively about negative commonsense knowledge, which is caused by statistical shortcuts and negation reporting bias from language modeling pre-training.
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
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Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge