2024
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation
NAACL 2024findings
Knowledge-to-text generators often struggle to faithfully generate descriptions for the input facts: they may produce hallucinations that contradict the input, or describe facts not present in the input. To reduce hallucinations, we propose a decoding-only method, TWEAK (Think While Effectively Arti…