Esaú Villatoro-Tello

Orcid: 0000-0002-1322-0358

According to our database1, Esaú Villatoro-Tello authored at least 77 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A lexical-availability-based framework from short communications for automatic personality identification.
Cogn. Syst. Res., June, 2023

Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews.
CoRR, 2023

Implementing contextual biasing in GPU decoder for online ASR.
CoRR, 2023

Enhancing Multi-modal Classification of Violent Events using Image Captioning.
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

Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Leveraging Events Sub-Categories for Violent-Events Detection in Social Media.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model.
Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach.
Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

2021
Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions.
Cogn. Comput., 2021

Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Automatic Dialect Detection for Low Resource Santali Language.
Proceedings of the 19th OITS International Conference on Information Technology, 2021

2020
Inferring Highly-dense Representations for Clustering Broadcast Media Content.
Prague Bull. Math. Linguistics, 2020

Predicting consumers engagement on Facebook based on <i>what</i> and <i>how</i> companies write.
J. Intell. Fuzzy Syst., 2020

Author Profiling in Social Media with Multimodal Information.
Computación y Sistemas, 2020

Idiap Submission to Swiss-German Language Detection Shared Task.
Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, 2020

Idiap and UAM Participation at MEX-A3T Evaluation Campaign.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

BertAA : BERT fine-tuning for Authorship Attribution.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

2019
Paraphrase plagiarism identification with character-level features.
Pattern Anal. Appl., 2019

A comparative analysis of distributional term representations for author profiling in social media.
J. Intell. Fuzzy Syst., 2019

Predicting consumers engagement on Facebook based on what and how companies write.
CoRR, 2019

Attribute Selection Techniques for Classification of Aggressive Tweets LyR-UAMC participation at MexA3T 2019 Task.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

2018
Identificando signos de anorexia y depresión en usuarios de redes sociales.
Res. Comput. Sci., 2018

Sistema para la generación personalizada de resúmenes a partir de múltiples documentos.
Res. Comput. Sci., 2018

Predicción de la generación de residuos sólidos urbanos en la Ciudad de México.
Res. Comput. Sci., 2018

Un método para el análisis de sentimientos bajo un enfoque supervisado usando recursos léxicos.
Res. Comput. Sci., 2018

TxPI-u: A resource for Personality Identification of undergraduates.
J. Intell. Fuzzy Syst., 2018

A visual approach for age and gender identification on Twitter.
J. Intell. Fuzzy Syst., 2018

Semantically-informed distance and similarity measures for paraphrase plagiarism identification.
J. Intell. Fuzzy Syst., 2018

Retrieving and classifying instances of source code plagiarism.
Inf. Retr. J., 2018

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018

2017
WSDL Information Selection for Improving Web Service Classification.
Res. Comput. Sci., 2017

Generación y enriquecimiento automático de recursos léxicos para el análisis de sentimientos.
Res. Comput. Sci., 2017

Resúmenes de múltiples documentos guiados por consulta empleando representaciones distribucionales.
Res. Comput. Sci., 2017

Early detection of deception and aggressiveness using profile-based representations.
Expert Syst. Appl., 2017

UAM's Participation at CLEF eRisk 2017 task: Towards Modelling Depressed Blogers.
Proceedings of the Working Notes of CLEF 2017, 2017

2016
Exploración sobre la construcción automática de un tesauro a partir de un documento.
Res. Comput. Sci., 2016

Agrupamiento de textos cortos en dominios cruzados.
Res. Comput. Sci., 2016

Aplicación web para identificar personalidad, género y edad de usuarios en Twitter.
Res. Comput. Sci., 2016

Importancia del lenguaje coloquial y de los símbolos de puntuación en el perfilado de autores.
Res. Comput. Sci., 2016

From Dialogue Corpora to Dialogue Systems: Generating a Chatbot with Teenager Personality for Preventing Cyber-Pedophilia.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

A Compact Representation for Cross-Domain Short Text Clustering.
Proceedings of the Advances in Computational Intelligence, 2016

Enhancing Semi-supevised Text Classification Using Document Summaries.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

Profile-based Approach for Age and Gender Identification.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Sistema multiagente integrador de bibliotecas digitales.
Res. Comput. Sci., 2015

Plataforma web para la identificación y el análisis de eventos en Twitter.
Res. Comput. Sci., 2015

Sistema automático para la clasificación de la opinión pública generada en Twitter.
Res. Comput. Sci., 2015

Sistema de recomendación de música basado en aprendizaje semi-supervisado.
Res. Comput. Sci., 2015

The Role of n-grams in Firstborns Identification.
Proceedings of the Advances in Artificial Intelligence and Soft Computing, 2015

PAN@FIRE: Overview of CL-SOCO Track on the Detection of Cross-Language SOurce COde Re-use.
Proceedings of the Post Proceedings of the Workshops at the 7th Forum for Information Retrieval Evaluation, 2015

2014
Pertinence of Lexical and Structural Features for Plagiarism Detection in Source Code.
Res. Comput. Sci., 2014

Herramienta de apoyo en la detección de reutilización de código fuente.
Res. Comput. Sci., 2014

Laboratorio en línea para el procesamiento automático de documentos.
Res. Comput. Sci., 2014

Detectando la prioridad de contenidos generados en Twitter por medio de n-gramas de palabras.
Res. Comput. Sci., 2014

Towards Automatic Detection of User Influence in Twitter by Means of Stylistic and Behavioral Features.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

On the Detection of SOurce COde Re-use.
Proceedings of the Forum for Information Retrieval Evaluation, 2014

UAMCLyR at RepLab 2014: Author Profiling Task.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Determining and characterizing the reused text for plagiarism detection.
Expert Syst. Appl., 2013

Sexual predator detection in chats with chained classifiers.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

UAMCLyR at RepLab 2013: Profiling Task.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Document ranking refinement using a Markov random field model.
Nat. Lang. Eng., 2012

UAM at INEX 2012 Relevance Feedback Track: Using a Probabilistic Method for Ranking Refinement.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

A Two-step Approach for Effective Detection of Misbehaving Users in Chats.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2010
A Probabilistic Method for Ranking Refinement in Geographic Information Retrieval.
Proces. del Leng. Natural, 2010

Concept Based Representations for Ranking in Geographic Information Retrieval.
Proceedings of the Advances in Natural Language Processing, 2010

2009
Ranking Refinement via Relevance Feedback in Geographic Information Retrieval.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Representing Context Information for Document Retrieval.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

2008
INAOE at GeoCLEF 2008: A Ranking Approach based on Sample Documents.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

A Ranking Approach Based on Example Texts for Geographic Information Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
INAOE's Participation at QA@CLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

A Lexical Approach for Spanish Question Answering.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Using Word Sequences for Text Summarization.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

2005
Comparación de algoritmos de aprendizaje para identificación del usuario a través de la voz.
Proceedings of the CLIHC '05, 2005


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