Conference Papers

Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation
Francesco Cazzaro, Jessica Lennon & Ariadna Quattoni
Preprint
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs
Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez & Ariadna Quattoni
Findings of the Association for Computational Linguistics: EMNLP 2025. Suzhou, CN
SPOT: Zero-Shot Semantic Parsing Over Property Graphs
Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez & Ariadna Quattoni
Findings of the Association for Computational Linguistics: ACL 2025. Vienna, AT
Align and Augment: Generative Data Augmentation for Compositional Generalization
Francesco Cazzaro, Davide Locatelli & Ariadna Quattoni
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024). St. Julians, MLT
Analyzing Text Representations under Tight Annotation Budgets: Measuring Structural Alignment
César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro & Ariadna Quattoni
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023). Toronto, CA
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing
Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni & Xavier Carreras
Findings of the Association for Computational Linguistics: EACL 2023. Dubrovnik, HR

Workshop Papers

Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much
César González-Gutiérrez, Audi Primadhanty, Francesco Cazzaro & Ariadna Quattoni
Proceedings of the Fifth Workshop on Insights from Negative Results in NLP, Mexico City, Mexico
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?
Francesco Cazzaro, Ariadna Quattoni & Xavier Carreras
Workshop on Robustness in Sequence Modeling, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). New Orleans, USA

Thesis

Advancing text-to-query semantic parsing systems
Francesco Cazzaro
PhD Thesis, 2026