Edwin Puertas

33 papers Journal 2Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detection of diseases in cucumber using deep neural networks.
Neural Comput. Appl.
Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas
2025 J jnl
A computer vision system for detecting motorcycle violations in pedestrian zones.
Multim. Tools Appl.
Nicolás Hernández-Díaz, Yersica C. Peñaloza, Y. Yuliana Rios, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Application of Multitask BERT Models for the Classification of Sentiments, Types of Places, and Magical Towns in Spanish Tourist Reviews.
IberLEF@SEPLN
Danileth Almanza-Gonzalez, Jairo Enrique Serrano Castañeda, Juan Carlos Martinez-Santos, Edwin Puertas
2025 — conf
CEDNAV-UTB: Efficient Image Retrieval for Arguments with CLIP.
CLEF (Working Notes)
Diego Alberto Guevara Amaya, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
COTECMAR-UTB at TalentCLEF 2025: Linking Job Titles and ESCO Skills with Sentence Transformer Embeddings.
CLEF (Working Notes)
Jhonattan Llamas, Edwin Puertas, Jairo Serrano, Juan Martinez
2025 — conf
COTECMAR-UTB at eRisk 2025: Semantic-Centroid Symptom Ranking and Early Depression Detection using Adaptive Decision Rule.
CLEF (Working Notes)
Luis Mendoza, Joan Suarez, Edwin Puertas, Juan Martinez, Jairo Serrano
2025 — conf
Development of a Biomedical Question Answering System Based on Transformer Models.
CLEF (Working Notes)
Lila López, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Hybrid Re-ranking for Biomedical Entity Linking using SapBERT Embeddings: A High-Performance System for BioNNE-L 2025-1.
CLEF (Working Notes)
Daniel Peña Gnecco, Jairo Serrano, Edwin Puertas, Juan Carlos Martínez Santos
2025 — conf
Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT.
CLEF (Working Notes)
Danileth Almanza-Gonzalez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
RoBERT-IA: Human-AI Collaborative Text Classification.
CLEF (Working Notes)
Deyson Gómez Sánchez, Jeison D. Jimenez, María Paz Ramírez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Tiles-wise Inference with Vision Transformers for Multispecies Identification in Vegetation Images.
CLEF (Working Notes)
Andrea Menco-Tovar, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
Twitbaiter: Model of Clickbait Detection in Spanish.
IberLEF@SEPLN
Deyson Gómez Sánchez, Jeison D. Jimenez, Elizabeth Ruíz Padilla, Jairo E. Serrano, Juan Carlos Martinez-Santos, Edwin Puertas
2025 — conf
UTBNLP at CLEF JOKER 2025 Task 2: mBART-50 Fine-Tuning with Dictionary-Guided Forced Decoding and Phoneme-Based Techniques for English-French Pun Translation.
CLEF (Working Notes)
Duván-Andrés Marrugo-Tobón, Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
VerbaNex at TalenCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy.
CLEF (Working Notes)
Melissa Moreno Novoa, Juan Carlos Martínez Santos, Jairo Serrano, Edwin Puertas
2025 — conf
VerbaNexAI at ASQP-PT 2025: Robust Detection of Tourism Aspects Using Pretrained Models and BIO Tagging in Portuguese.
IberLEF@SEPLN
Melissa Moreno Novoa, Jairo Serrano, Juan Carlos Martinez-Santos, Edwin Puertas
2025 — conf
VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation.
CLEF (Working Notes)
Maria Paz Ramirez Atencio, Jeison D. Jimenez, Deyson Gómez Sánchez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2025 — conf
VerbaNexAI at MentalRiskES 2025: Early Detection of Gambling Disorders using Transformer Architectures and Machine Learning Models.
IberLEF@SEPLN
Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Automated Detection of Depression and Anxiety Using Lexical and Phonestheme Features in Spanish Texts.
IberLEF@SEPLN
Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Mapping Motion: A Cognitive Approach to Dyspraxia Multimodal Analysis.
IBERAMIA
David Muvdi, Mateo R. Hernández, Eiker J. Cifuentes, Andrea Di Somma, Francesco Chiappone, Vicenzo Di Maro, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
Team QTB on Feature Selection Via Quantum Annealing and Hybrid Models.
CLEF (Working Notes)
Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos
2024 — conf
VerbaNex AI at CLEF EXIST 2024: Detection of Online Sexism using Transformer Models and Profiling Techniques.
CLEF (Working Notes)
Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques.
IberLEF@SEPLN
Jose Cuadrado, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers.
IberLEF@SEPLN
Roger David Gonzalez-Henao, Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach.
SemEval@NAACL
Santiago Garcia, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection.
SemEval@NAACL
Anderson Morillo, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach.
SemEval@NAACL
Victor Pacheco, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas
2024 — conf
VerbaNexAI at MEDIQA-CORR: Efficacy of GRU with BioWordVec and ClinicalBERT in Error Correction in Clinical Notes.
ClinicalNLP@NAACL
Juan Pajaro, Edwin Puertas, David Villate, Laura Estrada, Laura Tinjaca
2023 — conf
Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model.
IberLEF@SEPLN
Elizabeth Martinez, Juan Cuadrado, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers.
IberLEF@SEPLN
Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
Quantum N-Gram Language Models for Tweet Classification.
CogMI
Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos
2023 — conf
Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach.
IberLEF@SEPLN
Juan Cuadrado, Elizabeth Martinez, Juan Carlos Martínez Santos, Edwin Puertas
2023 — conf
UTB-NLP at SemEval-2023 Task 3: Weirdness, Lexical Features for Detecting Categorical Framings, and Persuasion in Online News.
SemEval@ACL
Juan Cuadrado, Elizabeth Martinez, Anderson Morillo, Daniel Peña, Kevin Sossa, Juan Carlos Martínez Santos, Edwin Puertas
2021 — conf
Phonetic Detection for Hate Speech Spreaders on Twitter.
CLEF (Working Notes)
Edwin Puertas, Juan Carlos Martínez Santos