作者位次 #2/6ACL 2026Poster· Natural Language Processing
C ypher S mith: Transforming Text-to-Cypher Generation for LLM s with Synthetic Data
Zeyu Zhang · Kexuan Sun · Zheng Tang · Jens-S. Vöckler · Thien Huu Nguyen · Thuy Vu
摘要
Knowledge Graph (KG) retrieval is a promising augmentation to address knowledge gaps and hallucinations in LLMs. As KGs in practice are stored in graph databases (e.g., Wikidata, Freebase), accurate retrieval requires translating natural language questions into structured queries (query generatio...