Aspect-Based Summarization: An Approach With Different Levels of Details to Explain Recommendations. - Luan Soares de Souza; Marcelo Garcia Manzato (WebMedia, 2022)

A User Study on Explanations with Different Levels of Detail in Recommender Systems. - Luan Soares de Souza; Marcelo Garcia Manzato (WebMedia, 2023)

Fairness Explanations in Recommender Systems. - Luan Soares de Souza (RecSys, 2024)

A Comprehensive Evaluation framework of Alignment Techniques for LLMs. - Muneeza Azmat; Momin Abbas; Maysa Malfiza Garcia de Macedo; Marcelo Carpinette Grave; Luan Soares de Souza; Tiago Machado; Rogério Abreu de Paula; Raya Horesh; Yixin Chen; Heloisa Caroline de Souza Pereira Candello; Rebecka Nordenlow; Aminat Adebiyi (CoRR, 2025)