Guilherme Sousa

According to our database, Guilherme Sousa authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Improving LLM-based Ontology Matching with fine-tuning on synthetic data.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

CoRR, November, 2025

Complex Ontology Matching with Large Language Model Embeddings.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

CoRR, February, 2025

Results of CMatch in OAEI 2025.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 20th International Workshop on Ontology Matching co-located with the 24th International Semantic Web Conference (ISWC 2025), 2025

Results of the Ontology Alignment Evaluation Initiative 2025.

Mina Abd Nikooie Pour, Eva Blomqvist, Pedro Giesteira Cotovio, Adrien Coulet, Lucas Ferraz, Sven Hertling, Sarika Jain, Ernesto Jiménez-Ruiz, Felix Kraus, Patrick Lambrix, Huanyu Li, Ying Li, Xianhao Liu, Pierre Monnin, Heiko Paulheim, Catia Pesquita, Abhisek Sharma, Pavel Shvaiko, Marta Contreiras Silva, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou

Proceedings of the 20th International Workshop on Ontology Matching co-located with the 24th International Semantic Web Conference (ISWC 2025), 2025

2024

CANARD: An approach for generating expressive correspondences based on competency questions for alignment.

Élodie Thiéblin, Guilherme Sousa, Ollivier Haemmerlé, Cássia Trojahn

Semantic Web, 2024

Results of CANARD in OAEI 2024.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 19th International Workshop on Ontology Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

Results of the Ontology Alignment Evaluation Initiative 2024.

Mina Abd Nikooie Pour, Alsayed Algergawy, Eva Blomqvist, Patrice Buche, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Daniel Faria, Lucas Ferraz, Pedro Giesteira Cotovio, Yuan He, Sven Hertling, Ian Horrocks, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Felix Kraus, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Heiko Paulheim, Catia Pesquita, Abhisek Sharma, Pavel Shvaiko, Marta Contreiras Silva, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Beyza Yaman, Ondrej Zamazal, Lu Zhou

Proceedings of the 19th International Workshop on Ontology Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

Advancing Healthcare through Remote Patient Monitoring: a brief literature review.

António Jorge Gouveia, Joana Ribeiro, Guilherme Sousa, Dário Barbosa, Margarida Machado

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

2023

Results of PropMatch in OAEI 2023.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Combining word and sentence embeddings with alignment extension for property matching.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Results of the Ontology Alignment Evaluation Initiative 2023.

Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cássia Trojahn, Jana Vatascinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou

Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Using BERT Models to Automatically Classify Domain Concepts into DOLCE Top-Level Concepts: A Study of the OAEI Ontologies.

Guilherme Sousa, Rinaldo Lima, Renata Vieira, Cássia Trojahn

Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023), 2023

Amélioration de l'alignement de propriétés d'ontologies grâce aux plongements et à l'extension d'alignement.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 34es Journées francophones d'Ingénierie des Connaissances, 2023

2022

An eye on representation learning in ontology matching.

Guilherme Sousa, Rinaldo Lima, Cássia Trojahn

Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022