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My research interest in Large Language Models applied to Computational Creativity. Due to my recent publications, I was recently invited to be interviewed on the , the most popular data science podcast, the ,   and the  tech news to talk about the use of LLMs to evaluate creativity. I've also recently been invited to be a reviewer in  and . I'm also a HEA and IEEE member.

I'm looking for PhD students with interests in the study of LLMs (Generative AI) and creativity. Please, contact me if you are interested.

Latest publications

•  ICCC, 2025. (pre-print Arxiv)
• , Arxiv, 2025.
•  Arxiv, 2024.
• , ISCC, 2024.
• ICCC, 2023.
• ICCC, 2023.
• ICCC, 2023.
• ICCC, 2023.
• . IEEE Trans. Games, 2023.
• Arxiv, 2022.

I'm currently a member of the International Conference on Computational Creativity (ICCC) program committee, the most important conference in this hot topic. I supervise 3 PhD students on topics related to Computational Creativity and I'm currently looking for strong PhD candidates, please get in contact if you are interested.

[Selected papers on Computational Creativity]

Abdullah Al Rabeyah, Fabrício Góes, Marco Volpe, Talles H. Medeiros. "", In International Conference on Computational Creativity (ICCC), 2025. (pre-print Arxiv)

Piotr Sawicki, Marek Grzes, Dan Brown, Fabrício Góes. "", Arxiv, 2025.

Jacob Watson, Fabrício Góes, Marco Volpe, Talles H. Medeiros. "", Arxiv, 2024.

Jônatas A. Silva, Talles H. Medeiros, Fabrício Góes. "", In International Symposium on Creative Computing (ISCC), 2024.

Fabricio Goes, Piotr Sawicki, Marek Grzes, Dan Brown, and Marco Volpe. "", In International Conference on Computational Creativity (ICCC), 2023.

Fabricio Goes, Marco Volpe, Piotr Sawicki, Marek Grzes, and Jacob Watson. "", In International Conference on Computational Creativity (ICCC), 2023. 

Fabricio Goes, Piotr Sawicki, Marek Grzes, Dan Brown, and Marco Volpe. "", In International Conference on Computational Creativity (ICCC), 2023.

Fabricio Goes, Marco Volpe, Piotr Sawicki, Marek Grzes, and Jacob Watson. "", In International Conference on Computational Creativity (ICCC), 2023. 

Celso França, Zisen Zhou, Carolina Fernanda da Silva, Cibele Simões de Oliveira Santos, Lucas Braga Ferreira, Lucas Henrique Pereira, Marcos Pablo Souza de Almeida, Marina Iolanda Oliveira, Thaís Regina Damásio, Vinícius Silva Pacheco, and Fabricio Goes, "". IEEE Transactions on Games, 2023. 

Piotr Sawicki, Marek Grzes, Fabricio Goes, Dan Brown, Max Peeperkorn, and Aisha Khatun. "" In International Conference on Computational Creativity (ICCC), 2023. 

Piotr Sawicki, Marek Grzes, Fabricio Goes, Dan Brown, Max Peeperkorn, Aisha Khatun, and Simona Paraskevopoulou. ", In International Conference on Computational Creativity (ICCC), 2023. 

Fabricio Goes, Zisen Zhou, Piotr Sawicki, Marek Grzes, Daniel G. Brown, "", Arxiv, 2022.

W. Santos, J. Ribeiro, F. Magalhaes and Fabricio Goes, "Creative Culinary Recipe Generation Based on Statistical Language Models", in IEEE Access, 2020.

B. A. G. Oliveira, C. A. P. D. S. Martins, F. Magalhaes and Fabricio Goes, "Difference Based Metrics for Deep Reinforcement Learning Algorithms," in IEEE Access, vol. 7, pp. 159141-159149, 2019.

A. R. da Silva and Fabricio Goes, "HearthBot: An Autonomous Agent Based on Fuzzy ART Adaptive Neural Networks for the Digital Collectible Card Game HearthStone," in IEEE Transactions on Games (TOG), vol. 10, no. 2, pp. 170-181, 2018.

Fabricio Goes et al., "HoningStone: Building Creative Combos with Honing Theory for a Digital Card Game," in IEEE Transactions on Computational Intelligence and AI in Games (TCIAIG), vol. 9, no. 2, pp. 204-209, 2017.

A. Amorim, C. Franca, A. R. Silva, Fabricio Goes, "Creative Flavor Pairing: Design Flavor Combinations Using the Food Pairing Hypothesis and Assessing their Creativity by the RDC Metric", in the International Conference on Computational Creativity (ICCC), 2017.

H. A. Batista, C. Franca, Fabricio Goes, "Evolutionary Music Composition for Digital Games Using Regent-Dependent Creativity Metric", in the Brazilian Symposium on Games and Digital Entertainment (SBGames), 2017.

C. Franca, Fabricio Goes, A. Amorim and A. R. Silva, "Regent-Dependent Creativity: A Domain Independent Metric for the Assessment of Creative Artifacts", in the International Conference on Computational Creativity (ICCC), 2016.

Currently I supervise PhD students on the following topics:

- Creativity Evaluation of Artifacts using Multi-Agent LLM Systems

- Creative Avatars Interaction with LLMs in Science Centres

- Generation of Creative Ideas using Multimodal Generative AI

Due to my recent publications, I was recently invited to be interviewed about LLMs, Generative AI and Computational Creativity on the following prestigious channels:

•  - the most popular data science podcast
•  - Canadian Broadcasting Corporation TV/Radio
• - UK AI podcast
•  Tech News - a world emergent tech news