Search Results for author: Andrés Villa

Found 6 papers, 3 papers with code

Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models

1 code implementation3 Dec 2023 Andrés Villa, Juan Carlos León Alcázar, Alvaro Soto, Bernard Ghanem

This paper introduces a Multi-modal Evaluation Benchmark named MERLIM, a scalable test-bed to assess the performance of IT-LVLMs on fundamental computer vision tasks.


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

no code implementations EMNLP 2021 Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto

Current language models are usually trained using a self-supervised scheme, where the main focus is learning representations at the word or sentence level.

Relationship Detection Sentence

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

1 code implementation30 Jul 2020 Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra

Our evaluation indicates that both the Transformer architecture and the contextual information are essential to get the best results for this item recommendation task.

Recommendation Systems

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