NLPExplorer

Andres Montoyo

Number of Papers:- 50

Number of Citations:- 69

First ACL Paper:- 2001

Latest ACL Paper:- 2025

Venues:-

NAACL

IJCNLP

COLING

NLP-COVID19

EMNLP

WASSA

ACL

R2LM

LREC

PACLIC

RANLP

NeSp-NLP

LAW

*SEMEVAL

Co-Authors:-

Adrian Fonseca Bruzon

Alberto Ceballo

Alejandro Mosquera

Alejandro Piad Morffis

Alexander Chavez

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XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP

Systematic Evaluation of Rule-Based Analytics for LLM-Driven Graph Data Modelling R2LM WS

Knowledge Discovery in COVID-19 Research Literature RANLP

Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text RANLP

Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing COLING

Suilan Estevez-Velarde | Yoan Gutiérrez | Andres Montoyo | Yudivián Almeida Cruz |

Demo Application for the AutoGOAL Framework COLING

Knowledge Discovery in COVID-19 Research Literature EMNLP NLP-COVID19

AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text ACL

Suilan Estevez-Velarde | Yoan Gutiérrez | Andrés Montoyo | Yudivián Almeida-Cruz |

A Neural Network Component for Knowledge-Based Semantic Representations of Text RANLP

Demo Application for LETO: Learning Engine Through Ontologies RANLP

Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis WASSA WS

Alexandra Balahur | Erik van der Goot | Piek Vossen | Andres Montoyo |

Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis WASSA WS

Alexandra Balahur | Erik van der Goot | Piek Vossen | Andres Montoyo |

UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity *SEMEVAL

UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis *SEMEVAL

UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity *SEMEVAL

UO_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource *SEMEVAL

Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis WASSA WS

Alexandra Balahur | Erik van der Goot | Ralf Steinberger | Andres Montoyo |

UMCC_DLSI: Textual Similarity based on Lexical-Semantic features *SEMEVAL

UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance *SEMEVAL

UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation *SEMEVAL

UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter *SEMEVAL

SSA-UO: Unsupervised Sentiment Analysis in Twitter *SEMEVAL

Reynier Ortega Bueno | Adrian Fonseca Bruzón | Yoan Gutiérrez | Andrés Montoyo |

UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts *SEMEVAL

Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis WASSA WS

Alexandra Balahur | Erik van der Goot | Andres Montoyo |

RA-SR: Using a ranking algorithm to automatically building resources for subjectivity analysis over annotated corpora WASSA WS

UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity *SEMEVAL

Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis WASSA WS

Alexandra Balahur | Andres Montoyo | Patricio Martinez Barco | Ester Boldrini |

Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency RANLP

Yoan Gutiérrez | Sonia Vázquez | Andrés Montoyo |

Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA 2.011) WS

Alexandra Balahur | Ester Boldrini | Andres Montoyo | Patricio Martinez-Barco |

Detecting Implicit Expressions of Sentiment in Text Based on Commonsense Knowledge WS

Alexandra Balahur | Jesús M. Hermida | Andrés Montoyo |

Sentiment Classification Using Semantic Features Extracted from WordNet-based Resources WS

Yoan Gutiérrez | Sonia Vázquez | Andrés Montoyo |

Towards a Unified Approach for Opinion Question Answering and Summarization WS

Elena Lloret | Alexandra Balahur | Manuel Palomar | Andrés Montoyo |

Going Beyond Traditional QA Systems: Challenges and Keys in Opinion Question Answering COLING

Alexandra Balahur | Ester Boldrini | Andrés Montoyo | Patricio Martínez-Barco |

UMCC-DLSI: Integrative Resource for Disambiguation Task *SEMEVAL

Yoan Gutiérrez Vázquez | Antonio Fernandez Orquín | Andrés Montoyo Guijarro | Sonia Vázquez Pérez |

OpAL: Applying Opinion Mining Techniques for the Disambiguation of Sentiment Ambiguous Adjectives in SemEval-2 Task 18 *SEMEVAL

Alexandra Balahur | Andrés Montoyo |