Gustavo L. Tamiosso
2026
The PROPOR Ecosystem: Structure, Roles, and Evolution of Portuguese-Language NLP
Rafael O. Nunes | Gustavo L. Tamiosso | Pedro L. C. de Andrade | Matheus S. de Aguiar | Rafael P. de Gouveia | Higor Moreira | Bruno Tavares | Laura P. de Gouveia | Felipe S. F. Paula | Andre Spritzer | Hidelberg O. Albuquerque | Nádia F. F. da Silva | Ellen P. R. S. Pereira | Dennis G. Balreira | Joel L. Carbonera
Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
Rafael O. Nunes | Gustavo L. Tamiosso | Pedro L. C. de Andrade | Matheus S. de Aguiar | Rafael P. de Gouveia | Higor Moreira | Bruno Tavares | Laura P. de Gouveia | Felipe S. F. Paula | Andre Spritzer | Hidelberg O. Albuquerque | Nádia F. F. da Silva | Ellen P. R. S. Pereira | Dennis G. Balreira | Joel L. Carbonera
Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
The PROPOR conference has been the main venue for Portuguese language Natural Language Processing (NLP) research for over two decades. This paper presents a longitudinal bibliometric analysis of PROPOR from 2003 to 2024, examining thematic evolution, community structure, and scientific impact. We identify a shift from speech-oriented research toward text-based tasks, alongside the sustained importance of resources and linguistic theory. The community exhibits a stable structure, with complementary leadership models centered on institutional hubs and brokerage roles. Scientific impact is highly concentrated, following a long tail distribution, and distinguishes between cumulative productivity-driven impact and rapidly accelerating citation uptake in recent editions. These findings characterize PROPOR as a resilient regional linguistic ecosystem evolving in dialogue with broader NLP paradigms.