Data mining for item recommendation in MOBA games. - Vladimir Araujo; Felipe Rios; Denis Parra (RecSys, 2019)

A Novel Approach to Working Memory Training Based on Robotics and AI. - Vladimir Araujo; Diego Mendez 001; Alejandra María González Correal (Inf., 2019)

Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks. - Carlos Aspillaga; Andrés Carvallo; Vladimir Araujo (LREC, 2020)

Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games. - Andrés Villa; Vladimir Araujo; Francisca Cattan; Denis Parra (RecSys, 2020)

On Adversarial Examples for Biomedical NLP Tasks. - Vladimir Araujo; Andres Carvallo; Carlos Aspillaga; Denis Parra (CoRR, 2020)

Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism. - Patricio Cerda-Mardini; Vladimir Araujo; Alvaro Soto (CoRR, 2020)

Stress Test Evaluation of Biomedical Word Embeddings. - Vladimir Araujo; Andrés Carvallo; Carlos Aspillaga; Camilo Thorne; Denis Parra (BioNLP@NAACL-HLT, 2021)

TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. - Andrés Villa; Juan-Manuel Pérez-Rúa; Vladimir Araujo; Juan Carlos Niebles; Victor Escorcia; Alvaro Soto (BMVC, 2021)

Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. - Vladimir Araujo; Andrés Villa; Marcelo Mendoza; Marie-Francine Moens; Alvaro Soto (EMNLP (1), 2021)

DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference. - Cristóbal Eyzaguirre; Felipe del Río; Vladimir Araujo; Álvaro Soto (CoRR, 2021)

Entropy-based Stability-Plasticity for Lifelong Learning. - Vladimir Araujo; Julio Hurtado; Alvaro Soto; Marie-Francine Moens (CVPR Workshops, 2022)

How Relevant is Selective Memory Population in Lifelong Language Learning? - Vladimir Araujo; Helena Balabin; Julio Hurtado; Alvaro Soto; Marie-Francine Moens (AACL/IJCNLP (2), 2022)

Evaluation Benchmarks for Spanish Sentence Representations. - Vladimir Araujo; Andrés Carvallo; Souvik Kundu 008; José Cañete; Marcelo Mendoza; Robert E. Mercer; Felipe Bravo-Marquez; Marie-Francine Moens; Alvaro Soto (LREC, 2022)

ALBETO and DistilBETO: Lightweight Spanish Language Models. - José Cañete; Sebastian Donoso; Felipe Bravo-Marquez; Andrés Carvallo; Vladimir Araujo (LREC, 2022)

Hierarchical Transformers for Group-Aware Sequential Recommendation: Application in MOBA Games. - Vladimir Araujo; Helem Salinas; Alvaro Labarca; Andrés Villa; Denis Parra (UMAP (Adjunct Publication), 2022)

It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning. - Julio Hurtado; Alain Raymond-Saez; Vladimir Araujo; Vincenzo Lomonaco; Davide Bacciu (CoRR, 2022)

A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information. - Vladimir Araujo; Alvaro Soto; Marie-Francine Moens (ACL (Findings), 2023)

Memory Population in Continual Learning via Outlier Elimination. - Julio Hurtado; Alain Raymond-Saez; Vladimir Araujo; Vincenzo Lomonaco; Alvaro Soto; Davide Bacciu (ICCV (Workshops), 2023)

Learning Sentence-Level Representations with Predictive Coding. - Vladimir Araujo; Marie-Francine Moens; Alvaro Soto (Mach. Learn. Knowl. Extr., 2023)

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation. - Pablo Messina; René Vidal; Denis Parra; Alvaro Soto; Vladimir Araujo (ACL (Findings), 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (ACL (Findings), 2024)

Sequence-to-Sequence Spanish Pre-trained Language Models. - Vladimir Araujo; Maria Mihaela Trusca; Rodrigo Tufiño; Marie-Francine Moens (LREC/COLING, 2024)

Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models. - Vladimir Araujo; Marie-Francine Moens; Tinne Tuytelaars (EMNLP (Findings), 2024)

Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models. - Kushal Tatariya; Vladimir Araujo; Thomas Bauwens; Miryam de Lhoneux (EMNLP, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Santiago Góngora; Aishik Mandal; Sukannya Purkayastha; Jesús-Germán Ortiz-Barajas; Emilio Villa-Cueva; Jinheon Baek; Soyeong Jeong; Injy Hamed; Zheng Xin Yong; et al. (NeurIPS, 2024)

SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Meriem Beloucif; Christine de Kock; Oumaima Hourrane; Manish Shrivastava 001; et al. (SemEval@NAACL, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (CoRR, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Teresa Lynn; Injy Hamed; Aditya Nanda Kishore; Aishik Mandal; Alina Dragonetti; Artem Abzaliev; Atnafu Lambebo Tonja; Bontu Fufa Balcha; Chenxi Whitehouse; et al. (CoRR, 2024)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

EAGLE: Enhanced Visual Grounding Minimizes Hallucinations in Instructional Multimodal Models. - Andrés Villa; Juan León Alcázar; Motasem Alfarra; Vladimir Araujo; Alvaro Soto; Bernard Ghanem (CoRR, 2025)

Exoplanet Transit Candidate Identification in TESS Full-Frame Images via a Transformer-Based Algorithm. - Helem Salinas; Rafael Brahm; Greg Olmschenk; Richard K. Barry; Karim Pichara; Stela Ishitani Silva; Vladimir Araujo (CoRR, 2025)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Seid Muhie Yimam; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Tadesse Destaw Belay; Ibrahim Said Ahmad; Nirmal Surange; Daniela Teodorescu; et al. (CoRR, 2025)

User Perception of Attention Visualizations: Effects on Interpretability Across Evidence-Based Medical Documents. - Andrés Carvallo; Denis Parra; Peter Brusilovsky; Hernan Valdivieso; Gabriel Rada; Ivania Donoso; Vladimir Araujo (CoRR, 2025)