Edwin Puertas

According to our database, Edwin Puertas authored at least 38 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Detection of diseases in cucumber using deep neural networks.

Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas

Neural Comput. Appl., March, 2026

2025

A computer vision system for detecting motorcycle violations in pedestrian zones.

Nicolás Hernández-Díaz, Yersica C. Peñaloza, Y. Yuliana Rios, Juan Carlos Martínez Santos, Edwin Puertas

Multim. Tools Appl., April, 2025

Twitbaiter: Model of Clickbait Detection in Spanish.

Deyson Gómez Sánchez, Jeison D. Jimenez, Elizabeth Ruíz Padilla, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at ASQP-PT 2025: Robust Detection of Tourism Aspects Using Pretrained Models and BIO Tagging in Portuguese.

Melissa Moreno Novoa, Jairo Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at MentalRiskES 2025: Early Detection of Gambling Disorders using Transformer Architectures and Machine Learning Models.

Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

Application of Multitask BERT Models for the Classification of Sentiments, Types of Places, and Magical Towns in Spanish Tourist Reviews.

Danileth Almanza-Gonzalez, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations.

Anderson Morillo, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention.

Melissa Moreno, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards.

Andrea Menco-Tovar, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT.

Daniel Peña Gnecco, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text.

Danileth Almanza-Gonzalez, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

RoBERT-IA: Human-AI Collaborative Text Classification.

Deyson Gómez Sánchez, Jeison D. Jimenez, María Paz Ramírez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

VerbaNex at TalenCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy.

Melissa Moreno Novoa, Juan Carlos Martínez Santos, Jairo Serrano, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

COTECMAR-UTB at eRisk 2025: Semantic-Centroid Symptom Ranking and Early Depression Detection using Adaptive Decision Rule.

Luis Mendoza, Joan Suarez, Edwin Puertas, Juan Martinez, Jairo Serrano

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Tiles-wise Inference with Vision Transformers for Multispecies Identification in Vegetation Images.

Andrea Menco-Tovar, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

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.

Duván-Andrés Marrugo-Tobón, Jeison D. Jimenez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Development of a Biomedical Question Answering System Based on Transformer Models.

Lila López, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

COTECMAR-UTB at TalentCLEF 2025: Linking Job Titles and ESCO Skills with Sentence Transformer Embeddings.

Jhonattan Llamas, Edwin Puertas, Jairo Serrano, Juan Martinez

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Hybrid Re-ranking for Biomedical Entity Linking using SapBERT Embeddings: A High-Performance System for BioNNE-L 2025-1.

Daniel Peña Gnecco, Jairo Serrano, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation.

Maria Paz Ramirez Atencio, Jeison D. Jimenez, Deyson Gómez Sánchez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

CEDNAV-UTB: Efficient Image Retrieval for Arguments with CLIP.

Diego Alberto Guevara Amaya, Jairo Enrique Serrano Castañeda, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT.

Danileth Almanza-Gonzalez, Jairo E. Serrano, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

2024

Automated Detection of Depression and Anxiety Using Lexical and Phonestheme Features in Spanish Texts.

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

VerbaNexAI Lab at HOMO-MEX 2024: Multiclass and Multilabel Detection of LGBTQ+ Phobic Content Using Transformers.

Roger David Gonzalez-Henao, Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

VerbaNex AI at DIPROMATS 2024: Enhancing Propaganda Detection in Diplomatic Tweets with Fine-Tuned BERT and Integrated NLP Techniques.

Jose Cuadrado, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

VerbaNexAI Lab at SemEval-2024 Task 3: Deciphering emotional causality in conversations using multimodal analysis approach.

Victor Pacheco, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection.

Anderson Morillo, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

VerbaNexAI Lab at SemEval-2024 Task 10: Emotion recognition and reasoning in mixed-coded conversations based on an NRC VAD approach.

Santiago Garcia, Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Mapping Motion: A Cognitive Approach to Dyspraxia Multimodal Analysis.

David Muvdi, Mateo R. Hernández, Eiker J. Cifuentes, Andrea Di Somma, Francesco Chiappone, Vicenzo Di Maro, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2024, 2024

Team QTB on Feature Selection Via Quantum Annealing and Hybrid Models.

Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

VerbaNex AI at CLEF EXIST 2024: Detection of Online Sexism using Transformer Models and Profiling Techniques.

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

VerbaNexAI at MEDIQA-CORR: Efficacy of GRU with BioWordVec and ClinicalBERT in Error Correction in Clinical Notes.

Juan Pajaro, Edwin Puertas, David Villate, Laura Estrada, Laura Tinjaca

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Automated Depression Detection in Text Data: Leveraging Lexical Features, Phonesthemes Embedding, and RoBERTa Transformer Model.

Elizabeth Martinez, Juan Cuadrado, Daniel Peña, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Natural Language Content Evaluation System For Multiclass Detection of Hate Speech in Tweets Using Transformers.

Duván-Andrés Marrugo-Tobón, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

Team UTB-NLP at FinancES 2023: Financial Targeted Sentiment Analysis Using a Phonestheme Semantic Approach.

Juan Cuadrado, Elizabeth Martinez, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

UTB-NLP at SemEval-2023 Task 3: Weirdness, Lexical Features for Detecting Categorical Framings, and Persuasion in Online News.

Juan Cuadrado, Elizabeth Martinez, Anderson Morillo, Daniel Peña, Kevin Sossa, Juan Carlos Martínez Santos, Edwin Puertas

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Quantum N-Gram Language Models for Tweet Classification.

Esteban Payares, Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2021

Phonetic Detection for Hate Speech Spreaders on Twitter.

Edwin Puertas, Juan Carlos Martínez Santos

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021