Publicacións en colaboración con investigadores/as de Universidad de Guayaquil (17)

2024

  1. An Approach to Initial Tokens of Attention Layers for Detecting Author Changes in Multi-authored Texts

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  2. Embeddings of Initial Tokens from BERT-Based Models to Identify Human-Written or Automatically Generated Text

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  3. SINAI Participation in SimpleText Task 2 at CLEF 2024: Zero-shot Prompting on GPT-4-Turbo for Lexical Complexity Prediction

    CEUR Workshop Proceedings

  4. SINAI at IberAuTexTification in IberLEF 2024: Perplexity Metrics and Text Features for Classifying Automatically Generated Text

    CEUR Workshop Proceedings

2023

  1. Aggression and Hate in Spanish Text Messages. Identification Using a Pre-Trained Transformer Model

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  2. Combining Transformer Embeddings with Linguistic Features for Complex Word Identification

    Electronics (Switzerland), Vol. 12, Núm. 1

  3. News Categorisation Based on Pre-Trained Transformer Models

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  4. SINAI Participation in SimpleText Task 2 at CLEF 2023: GPT-3 in Lexical Complexity Prediction for General Audience

    CEUR Workshop Proceedings

  5. SINAI at AuTexTification in IberLEF 2023: Combining All Layer Embeddings for Automatically Generated Texts

    CEUR Workshop Proceedings

  6. Spanish Stylometric Features to Determine Gender and Profession of Ecuadorian Twitter Users

    Communications in Computer and Information Science

2022

  1. Determination of Political Affinity of Ecuadorian Twitter Users Using Machine Learning Techniques for Authorship Attribution

    Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology

  2. SINAI at PoliticEs 2022: Exploring Relative Frequency of Words in Stylometrics for Profile Discovery

    CEUR Workshop Proceedings

2021

  1. CLexIS2: A New Corpus for Complex Word Identification Research in Computing Studies

    International Conference Recent Advances in Natural Language Processing, RANLP

  2. SINAI at SemEval-2021 Task 1: Complex word identification using Word-level features

    SemEval 2021 - 15th International Workshop on Semantic Evaluation, Proceedings of the Workshop

2020

  1. Barriers in Reading Comprehension of University Students: Analysis of the Complicated Words Annotated in the VYTEDU-CW Corpus

    International Journal on Advanced Science, Engineering and Information Technology, Vol. 10, Núm. 5, pp. 1798-1805

  2. Overview of alexs 2020: First workshop on lexical analysis at sepln

    CEUR Workshop Proceedings

  3. VYTEDU-CW: Difficult Words as a Barrier in the Reading Comprehension of University Students

    Advances in Intelligent Systems and Computing