一作ACL 2026Poster· Natural Language Processing
Adaptive T ext2 GQL : Integrating Structural Twig Linking and Evolutionary In-Context Learning
Fang Niu · Chaokun Wang · Hang Zhang · Songyao Wang
摘要
While large language models have revolutionized Text-to-SQL tasks, translating natural language into Graph Query Languages (Text2GQL) remains underexplored due to the topological heterogeneity and syntactic diversity of graph query languages (e.g., Cypher, Gremlin, SPARQL). Existing approaches of...