Magaly Aceves-Martins

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 5

Top Topics

Systematic Review

Text Classification

Natural Language Processing

Question Answering

Top Venues

INNS DLIA@IJCNN

Artif. Intell. Rev.

Computación y Sistemas

Publications

Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models. AIME (1) (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews. NAACL-HLT (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review. Artif. Intell. Rev. 57 (8) (2024)
Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN (2023)
Carlos Francisco Moreno-García, Magaly Aceves-Martins, Francesc Serratosa
Unsupervised Machine Learning Application to Perform a Systematic Review and Meta-Analysis in Medical Research. Computación y Sistemas 20 (1) (2016)