3 papers
cs.CL2026
Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation
Francesco Cazzaro, Jessica Lennon, Ariadna Quattoni
Property Graphs are rapidly being adopted as database frameworks for representing heterogeneous data sources. To enable precise access to the information contained in them we need…
cs.CL2025
Domain Pre-training Impact on Representations
Cesar Gonzalez-Gutierrez, Ariadna Quattoni
This empirical study analyzes the effects of the pre-training corpus on the quality of learned transformer representations. We focus on the representation quality induced solely th…
cs.CL2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
Francesco Cazzaro, Justin Kleindienst, Sofia Marquez Gomez +1
In recent years, the need for natural language interfaces to knowledge graphs has become increasingly important since they enable easy and efficient access to the information conta…