Conference
2026
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data
CypherSmith is introduced, an instruction-tuning dataset over 12 × larger than prior public Text-to-Cypher datasets, spanning diverse domains to better support LLM fine-tuning and introducing a novel likelihood-based filtering technique to ensure high-quality Text-to-Cypher data.
Zeyu Zhang, Kexuan Sun, Zheng Tang et al.
· Annual Meeting of the Associ... · 0 citations