Edwin Puertas

According to our database, Edwin Puertas authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

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

Elizabeth Martinez, Juan Cuadrado, Juan Carlos Martinez-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

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