Bernardo Scapini Consoli

According to our database, Bernardo Scapini Consoli authored at least 14 papers between 2018 and 2026.

Collaborative distances:

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

2026

SDoH-GPT: using large language models to extract social determinants of health.

Bernardo Consoli, Haoyang Wang, Xizhi Wu, Song Wang, Xinyu Zhao, Yanshan Wang, Justin F. Rousseau, Tom Hartvigsen, Li Shen, Huanmei Wu, Yifan Peng, Qi Long, Tianlong Chen, Ying Ding

J. Am. Medical Informatics Assoc., 2026

2025

Explaining Machine Learning: A Deeper Look into Admission Prediction.

Bernardo Consoli, Vinícius Pedroso, Artur Kniest, Renata Vieira, Rafael H. Bordini, Isabel H. Manssour

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH).

Bernardo Consoli, Xizhi Wu, Song Wang, Xinyu Zhao, Yanshan Wang, Justin F. Rousseau, Tom Hartvigsen, Li Shen, Huanmei Wu, Yifan Peng, Qi Long, Tianlong Chen, Ying Ding

CoRR, 2024

2023

Semantic Textual Similarity for Abridging Clinical Notes in Brazilian Electronic Health Records.

Lucas T. Bandeira, Bernardo Scapini Consoli, Renata Vieira, Rafael H. Bordin

Proceedings of the 14th Brazilian Symposium in Information and Human Language Technology, 2023

Benchmarking the BRATECA Clinical Data Collection for Prediction Tasks.

Bernardo Scapini Consoli, Renata Vieira, Rafael H. Bordini

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Enriching Portuguese Word Embeddings with Visual Information.

Bernardo Scapini Consoli, Renata Vieira

Proceedings of the Computational Processing of the Portuguese Language, 2022

BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language.

Bernardo Scapini Consoli, Henrique D. P. dos Santos, Ana Helena D. P. S. Ulbrich, Renata Vieira, Rafael H. Bordini

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

Portuguese word embeddings for the oil and gas industry: Development and evaluation.

Diogo da Silva Magalhães Gomes, Fábio Corrêa Cordeiro, Bernardo Scapini Consoli, Nikolas Lacerda Santos, Viviane Pereira Moreira, Renata Vieira, Silvia Moraes, Alexandre Gonçalves Evsukoff

Comput. Ind., 2021

2020

Word Embedding Evaluation in Downstream Tasks and Semantic Analogies.

Joaquim Santos, Bernardo Scapini Consoli, Renata Vieira

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Embeddings for Named Entity Recognition in Geoscience Portuguese Literature.

Bernardo Scapini Consoli, Joaquim Santos, Diogo Gomes, Fábio Corrêa Cordeiro, Renata Vieira, Viviane Pereira Moreira

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Multidomain Contextual Embeddings for Named Entity Recognition.

Joaquim Santos, Juliano Terra, Bernardo Scapini Consoli, Renata Vieira

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

IberLEF 2019 Portuguese Named Entity Recognition and Relation Extraction Tasks.

Sandra Collovini, Joaquim Francisco Santos Neto, Bernardo Scapini Consoli, Juliano Terra, Renata Vieira, Paulo Quaresma, Marlo Souza, Daniela Barreiro Claro, Rafael Glauber

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Assessing the Impact of Contextual Embeddings for Portuguese Named Entity Recognition.

Joaquim Santos, Bernardo Scapini Consoli, Cícero Nogueira dos Santos, Juliano Terra, Sandra Collovini, Renata Vieira

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Análise da capacidade de identificação de paráfrase em ferramentas de resolução de correferência.

Bernardo Scapini Consoli, Joaquim Francisco Santos Neto, Sandra Collovini de Abreu, Renata Vieira

Linguamática, 2018