A Carvallo
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Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks
C Aspillaga, A Carvallo, V Araujo
LREC 2020, 2020
Automatic Document Screening of Medical Literature Using Word and Text Embeddings in an Active Learning Setting
A Carvallo, D Parra, H Lobel, A Soto
Scientometrics, 2020
Comparing Word Embeddings for Document Screening based on Active Learning.
A Carvallo, D Parra
BIRNDL@ SIGIR, 100-107, 2019
On Adversarial Examples for Biomedical NLP Tasks
V Araujo, A Carvallo, C Aspillaga, D Parra
arXiv preprint arXiv:2004.11157, 2020
Analyzing the Design Space for Visualizing Neural Attention in Text Classification
D Parra, H Valdivieso, A Carvallo, G Rada, K Verbert, T Schreck
Proc. IEEE VIS Workshop on Vis X AI: 2nd Workshop on Visualization for AI …, 2019
Applying Process Mining for Loan Approvals in a Banking Institution
A Carvallo, C Henning, D Razmilic, RR López, J Lee, JPS Fernández, ...
Computer Science Department, School of Engineering Pontificia Universidad …, 2017
Stress Test Evaluation of Biomedical Word Embeddings
V Araujo, A Carvallo, C Aspillaga, C Thorne, D Parra
Proceedings of the 20th Workshop on Biomedical Language Processing, 119-125, 2021
Neural language models for text classification in evidence-based medicine
A Carvallo, D Parra, G Rada, D Perez, JI Vasquez, C Vergara
arXiv preprint arXiv:2012.00584, 2020
Adversarial Evaluation of BERT for Biomedical Named Entity Recognition
V Araujo, A Carvallo, D Parra
Proceedings of the The Fourth Widening Natural Language Processing Workshop …, 2020
Analyzing Network Effects on a Fanfiction Community
A Carvallo, D Parra
arXiv preprint arXiv:1909.02886, 2019
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