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Andrés Carvallo
Andrés Carvallo
Postdoctoral Researcher at CENIA. PhD at Pontificia Universidad Católica de Chile
Correu electrònic verificat a uc.cl
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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
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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