The Text2Cypher task translates natural language questions into Cypher queries. In late 2024, we shared our Neo4j Text2Cypher (2024) dataset , along with our analysis of the performance of both baseline and fine-tuned models.
In early 2025, we took a deeper look at fine-tuned models , focusing on their weaknesses. Our analysis showed that these models struggled more with certain data sources and specific databases. During this analysis, one challenge we faced was the size of the training dat...
Read it: Text2Cypher: The Impact of Difficult Example Selection