On the efficacy of using LLMs for context driven entity augmentation in property graphs (2026)
- Authors:
- USP affiliated authors: AGUIAR, CRISTINA DUTRA DE - ICMC ; VASCONCELOS, FELIPE FERREIRA - ICMC
- Unidade: ICMC
- Subjects: BANCO DE DADOS; APRENDIZADO COMPUTACIONAL; PROCESSAMENTO DE LINGUAGEM NATURAL; TEORIA DOS GRAFOS
- Keywords: Data augmentation; property graphs; LLMs
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Proceedings
- ISSN: 1613-0073
- Conference titles: International Conference on Extending Database Technology - EDBT
-
ABNT
VASCONCELOS, Felipe Ferreira et al. On the efficacy of using LLMs for context driven entity augmentation in property graphs. 2026, Anais.. Aachen: CEUR-WS, 2026. Disponível em: https://ceur-ws.org/Vol-4186/paper6.pdf. Acesso em: 15 abr. 2026. -
APA
Vasconcelos, F. F., Aguiar, C. D. de, Chanson, A., Halfeld-Ferrari, M., Marcel, P., & Peralta, V. (2026). On the efficacy of using LLMs for context driven entity augmentation in property graphs. In Proceedings. Aachen: CEUR-WS. Recuperado de https://ceur-ws.org/Vol-4186/paper6.pdf -
NLM
Vasconcelos FF, Aguiar CD de, Chanson A, Halfeld-Ferrari M, Marcel P, Peralta V. On the efficacy of using LLMs for context driven entity augmentation in property graphs [Internet]. Proceedings. 2026 ;[citado 2026 abr. 15 ] Available from: https://ceur-ws.org/Vol-4186/paper6.pdf -
Vancouver
Vasconcelos FF, Aguiar CD de, Chanson A, Halfeld-Ferrari M, Marcel P, Peralta V. On the efficacy of using LLMs for context driven entity augmentation in property graphs [Internet]. Proceedings. 2026 ;[citado 2026 abr. 15 ] Available from: https://ceur-ws.org/Vol-4186/paper6.pdf - Querying vague spatial information in geographic data warehouses
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