2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
NAACL 2022long
Knowledge-grounded conversational models are known to suffer from producing factually invalid statements, a phenomenon commonly called hallucination. In this work, we investigate the underlying causes of this phenomenon: is hallucination due to the training data, or to the models? We conduct a compr…