作者位次 #7/11ACL 2026Findings· Findings of ACL
LLM Multi-Agent Systems for Long Triple Set Data-to-Text Generation
Chinonso Cynthia Osuji · Simon Mille · Mark Andrade · Jane Adkins · Ornait O’Connell · Elaine Uí Dhonnchadha · Bláithín Heffernan · Fírinne Nic an tSaoir · Anya Belz · Thiago Castro Ferreira · Brian Davis
摘要
Generating coherent, semantically accurate text from large structured inputs remains a persistent challenge in data-to-text generation, as single-step LLM mappings from data-to-text limit control over discourse structuring and amplify hallucinations and omissions as input size grows. We introduce...