Mariana Almeida

According to our database, Mariana Almeida authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

AI-Powered Automation in Healthcare: A Multi-agent Approach with LLM.

Mariana Almeida, José Machado, Regina Sousa, Hugo Peixoto

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems and Computational Social Science. The PAAMS Collection, 2025

2024

Automated test generation to evaluate tool-augmented LLMs as conversational AI agents.

Samuel Arcadinho, David Aparício, Mariana Almeida

CoRR, 2024

Harnessing Data Mining to Predict Survival Outcomes in Patients with Hepatic Cirrhosis.

Regina Sousa, Madalena Passos, Mariana Almeida, Mariana Ribeiro, Hugo Peixoto

Proceedings of the 15th International Conference on Ambient Systems, 2024

2023

Intent Detection at Scale: Tuning a Generic Model using Relevant Intents.

Nichal Narotamo, David Aparício, Tiago Mesquita, Mariana Almeida

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Conceptual Model of a Federated Data Lake.

Pedro Guimarães, Diogo Rodrigues, Mariana Almeida, Mafalda Oliveira, Paulo Barbosa, Daniela Barros, Joana Ribeiro, Maribel Yasmina Santos

Proceedings of the Information Systems Development: Artificial Intelligence for Information Systems Development and Operations, 2022

Dense Template Retrieval for Customer Support.

Tiago Mesquita, Bruno Martins, Mariana Almeida

Proceedings of the 29th International Conference on Computational Linguistics, 2022