Cassia Sampaio Sanctos

According to our database, Cassia Sampaio Sanctos authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks.

Claudio S. Pinhanez, Paulo R. Cavalin, Cassia Sampaio Sanctos, Marcelo Carpinette Grave

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

CAT: A Metric-Driven Framework for Analyzing the Consistency-Accuracy Relation of LLMs under Controlled Input Variations.

Paulo Rodrigo Cavalin, Cassia Sampaio Sanctos, Marcelo Grave, Claudio S. Pinhanez, Yago Primerano

CoRR, December, 2025

Improving Score Reliability of Multiple Choice Benchmarks with Consistency Evaluation and Altered Answer Choices.

Paulo Rodrigo Cavalin, Cassia Sampaio Sanctos, Marcelo Grave, Claudio S. Pinhanez, Yago Primerano

CoRR, November, 2025

The Non-Determinism of Small LLMs: Evidence of Low Answer Consistency in Repetition Trials of Standard Multiple-Choice Benchmarks.

Claudio S. Pinhanez, Paulo R. Cavalin, Cassia Sampaio Sanctos, Marcelo Grave, Yago Primerano

CoRR, September, 2025

A Framework for Lightweight Responsible Prompting Recommendation.

Tiago Machado, Sara E. Berger, Cassia Sampaio Sanctos, Vagner Figueiredo de Santana, Lemara Williams, Zhaoqing Wu

CoRR, April, 2025

Can LLMs Recommend More Responsible Prompts?

Vagner Figueredo de Santana, Sara Berger, Tiago Machado, Maysa Malfiza Garcia de Macedo, Cassia Sampaio Sanctos, Lemara Williams, Zhaoqing Wu

Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025

Responsible Prompting Recommendation: Fostering Responsible AI Practices in Prompting-Time.

Vagner Figueredo de Santana, Sara E. Berger, Heloisa Candello, Tiago Machado, Cassia Sampaio Sanctos, Tianyu Su, Lemara Williams

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2023

"This means nothing to me": Building credibility in conversational systems.

Heloisa Candello, Gabriel Meneguelli Soella, Cassia Sampaio Sanctos, Marcelo Carpinette Grave, Adinan Alves de Brito Filho

Proceedings of the 5th International Conference on Conversational User Interfaces, 2023