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ALBETO and DistilBETO: Lightweight Spanish Language Models



José Cañete , Sebastián Donoso , Felipe Bravo-Marquez , Andrés Carvallo , Vladimir Araujo

* Accepted paper at LREC2022 

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Entropy-based Stability-Plasticity for Lifelong Learning



Vladimir Araujo , Julio Hurtado , Alvaro Soto , Marie-Francine Moens

* Accepted paper at CLVision 3rd Edition, CVPR2022 

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Evaluation Benchmarks for Spanish Sentence Representations



Vladimir Araujo , Andrés Carvallo , Souvik Kundu , José Cañete , Marcelo Mendoza , Robert E. Mercer , Felipe Bravo-Marquez , Marie-Francine Moens , Alvaro Soto

* Accepted paper at LREC2022 

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DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference



Cristóbal Eyzaguirre , Felipe del Río , Vladimir Araujo , Álvaro Soto


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Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations



Vladimir Araujo , Andrés Villa , Marcelo Mendoza , Marie-Francine Moens , Alvaro Soto

* Accepted paper EMNLP2021 

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Stress Test Evaluation of Biomedical Word Embeddings



Vladimir Araujo , Andrés Carvallo , Carlos Aspillaga , Camilo Thorne , Denis Parra

* Accepted paper BioNLP2021 

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TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification



Andrés Villa , Juan-Manuel Perez-Rua , Vladimir Araujo , Juan Carlos Niebles , Victor Escorcia , Alvaro Soto

* 10 pages including references, 7 figures, and 4 tables 

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Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games



Andrés Villa , Vladimir Araujo , Francisca Cattan , Denis Parra


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Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism



Patricio Cerda-Mardini , Vladimir Araujo , Alvaro Soto

* Accepted at ACL 2020 WiNLP workshop 

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