Jianbin Shen

Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization

Abstractive text summarization (ATS) is both important and challenging. Recent studies have shown that ATS still faces various forms of hallucination. Our study also indicates that a significant portion of hallucinations is named entity-related. They might appear in different forms, such as mistaken…