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Andrés Carvallo
Andrés Carvallo
Postdoctoral Researcher at CENIA. PhD at Pontificia Universidad Católica de Chile
Verified email at uc.cl
Title
Cited by
Cited by
Year
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 125 (3), 3047-3084, 2020
402020
ALBETO and DistilBETO: Lightweight Spanish Language Models
J Cañete, S Donoso, F Bravo-Marquez, A Carvallo, V Araujo
Proceedings of The 13th Language Resources and Evaluation Conference, 2022
382022
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks
C Aspillaga, A Carvallo, V Araujo
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
372020
On adversarial examples for biomedical nlp tasks
V Araujo, A Carvallo, C Aspillaga, D Parra
Biomedical Natural Language Processing Workshop, 2020
182020
Comparing Word Embeddings for Document Screening based on Active Learning.
A Carvallo, D Parra
BIRNDL@ SIGIR, 100-107, 2019
172019
Stress test evaluation of biomedical word embeddings
V Araujo, A Carvallo, C Aspillaga, C Thorne, D Parra
Biomedical Natural Language Processing Workshop, 2021
112021
Neural language models for text classification in evidence-based medicine
A Carvallo, D Parra, G Rada, D Perez, JI Vasquez, C Vergara
LatinXAI Workshop, 2020
102020
Evaluation Benchmarks for Spanish Sentence Representations
V Araujo, A Carvallo, S Kundu, J Cañete, M Mendoza, RE Mercer, ...
Proceedings of The 13th Language Resources and Evaluation Conference, 2022
82022
Automatic content analysis of student moral discourse in a collaborative learning activity
C Alvarez, G Zurita, A Carvallo, P Ramírez, E Bravo, N Baloian
Collaboration Technologies and Social Computing: 27th International …, 2021
82021
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
72019
Rating and aspect-based opinion graph embeddings for explainable recommendations
I Cantador, A Carvallo, F Diez
arXiv preprint arXiv:2107.03385, 2021
52021
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
52020
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
42017
Neural Machine Translation through Active Learning on low-resource languages: The case of Spanish to Mapudungun
B Pendas, A Carvallo, C Aspillaga
Proceedings of the Workshop on Natural Language Processing for Indigenous …, 2023
22023
Analyzing Network Effects on a Fanfiction Community
A Carvallo, D Parra
arXiv preprint arXiv:1909.02886, 2019
22019
CMM PLN at MentalRiskES: A Traditional Machine Learning Approach for Detection of Eating Disorders and Depression in Chat Messages
R Guerra, B Pizarro, C Aracena, C Munoz-Castro, A Carvallo, M Rojas, ...
IberLEF (Working Notes). CEUR Workshop Proceedings, 2023
12023
Automatic Section Classification in Spanish Clinical Narratives Using Chunked Named Entity Recognition
A Carvallo, M Rojas, C Munoz-Castro, C Aracena, R Guerra, B Pizarro, ...
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023), CEUR …, 2023
12023
A comparative dataset: Bridging COVID-19 and other diseases through epistemonikos and CORD-19 evidence
A Carvallo, D Parra, H Lobel, G Rada
Data in Brief 51, 109720, 2023
2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness
V Barriere, F del Rio, AC De Ferari, C Aspillaga, E Herrera-Berg, ...
arXiv preprint arXiv:2309.15991, 2023
2023
Analyzing Peer Influence in Ethical Judgment: Collaborative Ranking in a Case-Based Scenario
C Álvarez, G Zurita, A Carvallo
International Conference on Collaboration Technologies and Social Computing …, 2023
2023
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