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G. Sousa

2 papers hereh-index 442 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2
same name
  • G. Sousa — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedComplex Ontology Matching with Large Language Model Embeddings

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2025

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

Guilherme Sousa, Rinaldo Lima, Cassia Trojahn

Large Language Models (LLMs) are increasingly being integrated into various components of Ontology Matching pipelines. This paper investigates the capability of LLMs to perform ont…

cs.CL2025★ 1 cited

Complex Ontology Matching with Large Language Model Embeddings

Guilherme Sousa, Rinaldo Lima, Cassia Trojahn

Ontology, and more broadly, Knowledge Graph Matching is a challenging task in which expressiveness has not been fully addressed. Despite the increasing use of embeddings and langua…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.