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ORCIDVladimir Araujo
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2020 – today
- 2022
[c11]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CVPR Workshops 2022: 3720-3727- [c10]Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL/IJCNLP (2) 2022: 154-160 - [c9]José Cañete, Sebastian Donoso, Felipe Bravo-Marquez, Andrés Carvallo, Vladimir Araujo:
ALBETO and DistilBETO: Lightweight Spanish Language Models. LREC 2022: 4291-4298 - [c8]Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto:
Evaluation Benchmarks for Spanish Sentence Representations. LREC 2022: 6024-6034 - [c7]Vladimir Araujo, Helem Salinas, Alvaro Labarca, Andrés Villa, Denis Parra:
Hierarchical Transformers for Group-Aware Sequential Recommendation: Application in MOBA Games. UMAP (Adjunct Publication) 2022: 293-301 - [i13]Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto:
Evaluation Benchmarks for Spanish Sentence Representations. CoRR abs/2204.07571 (2022) - [i12]José Cañete, Sebastian Donoso, Felipe Bravo-Marquez, Andrés Carvallo, Vladimir Araujo:
ALBETO and DistilBETO: Lightweight Spanish Language Models. CoRR abs/2204.09145 (2022) - [i11]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CoRR abs/2204.09517 (2022) - [i10]Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Davide Bacciu:
It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning. CoRR abs/2207.01145 (2022) - [i9]Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR abs/2210.00940 (2022) - 2021
- [c6]Vladimir Araujo, Andrés Carvallo, Carlos Aspillaga, Camilo Thorne, Denis Parra:
Stress Test Evaluation of Biomedical Word Embeddings. BioNLP@NAACL-HLT 2021: 119-125 - [c5]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto:
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. BMVC 2021: 304 - [c4]Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto:
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP (1) 2021: 3016-3022 - [i8]Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto:
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. CoRR abs/2106.11173 (2021) - [i7]Vladimir Araujo, Andrés Carvallo, Carlos Aspillaga, Camilo Thorne, Denis Parra:
Stress Test Evaluation of Biomedical Word Embeddings. CoRR abs/2107.11652 (2021) - [i6]Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto:
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR abs/2109.04602 (2021) - [i5]Cristóbal Eyzaguirre, Felipe del Río, Vladimir Araujo, Álvaro Soto:
DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference. CoRR abs/2109.11745 (2021) - 2020
- [c3]Carlos Aspillaga, Andrés Carvallo, Vladimir Araujo:
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks. LREC 2020: 1882-1894 - [c2]Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra
:
Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games. RecSys 2020: 503-508 - [i4]Carlos Aspillaga, Andrés Carvallo, Vladimir Araujo:
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks. CoRR abs/2002.06261 (2020) - [i3]Vladimir Araujo, Andres Carvallo, Carlos Aspillaga, Denis Parra:
On Adversarial Examples for Biomedical NLP Tasks. CoRR abs/2004.11157 (2020) - [i2]Patricio Cerda-Mardini, Vladimir Araujo, Alvaro Soto:
Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism. CoRR abs/2006.00697 (2020) - [i1]Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra:
Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games. CoRR abs/2007.15236 (2020)
2010 – 2019
- 2019
- [j1]Vladimir Araujo, Diego Mendez, Alejandra Gonzalez:
A Novel Approach to Working Memory Training Based on Robotics and AI. Inf. 10(11): 350 (2019) - [c1]Vladimir Araujo, Felipe Rios, Denis Parra:
Data mining for item recommendation in MOBA games. RecSys 2019: 393-397
Coauthor Index
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