Esaú Villatoro-Tello

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 60

Top Topics

Plagiarism Detection

Top Venues

Res. Comput. Sci.

J. Intell. Fuzzy Syst.

Publications

Esaú Villatoro-Tello, Srikanth R. Madikeri, Bidisha Sharma, Driss Khalil, Shashi Kumar, Iuliia Nigmatulina, Petr Motlícek, Aravind Ganapathiraju
Probability-Aware Word-Confusion-Network-To-Text Alignment Approach for Intent Classification. ICASSP (2024)
Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR. CoRR (2024)
Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Petr Motlícek
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews. CoRR (2024)
Shashi Kumar, Srikanth R. Madikeri, Iuliia Nigmatulina, Esaú Villatoro-Tello, Petr Motlícek, Karthik Pandia, S. Pavankumar Dubagunta, Aravind Ganapathiraju
Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers. ICASSP (2024)
Sergio Burdisso, Dairazalia Sanchez-cortes, Esaú Villatoro-Tello, Petr Motlícek
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together. NAACL-HLT (2024)
Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. CoRR (2023)
Sergio Burdisso, Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. INTERSPEECH (2023)
Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. ICASSP (2023)
Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
Implementing contextual biasing in GPU decoder for online ASR. CoRR (2023)
Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
Enhancing Multi-modal Classification of Violent Events using Image Captioning. IberLEF@SEPLN (2023)
Gabriela Ramírez-de-la-Rosa, Héctor Jiménez-Salazar, Esaú Villatoro-Tello, Verónica Reyes-Meza, Jaime Rojas-Avila
A lexical-availability-based framework from short communications for automatic personality identification. Cogn. Syst. Res. 79 (2023)
Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
Implementing Contextual Biasing in GPU Decoder for Online ASR. INTERSPEECH (2023)
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CoRR (2022)
Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek, Aravind Ganapathiraju, Alexei V. Ivanov
Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings. SIGIR (2022)
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CASE@EMNLP (2022)
Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks. CoRR (2022)
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Pavel Smrz
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model. CASE@EMNLP (2022)
Daniel Vallejo Aldana, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
Leveraging Events Sub-Categories for Violent-Events Detection in Social Media. IberLEF@SEPLN (2022)
Cipriano Callejas-Hernández, Erika Rivadeneira-Pérez, Fernando Sánchez-Vega, Adrián Pastor López-Monroy, Esaú Villatoro-Tello
The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022. IberLEF@SEPLN (2022)
Sergio Burdisso, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlícek
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach. CoRR (2022)
Esaú Villatoro-Tello, S. Pavankumar Dubagunta, Julian Fritsch, Gabriela Ramírez-de-la-Rosa, Petr Motlícek, Mathew Magimai-Doss
Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition. Interspeech (2021)
Esaú Villatoro-Tello, Shantipriya Parida, Sajit Kumar, Petr Motlícek
Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions. Cogn. Comput. 13 (5) (2021)
Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Daniel Gática-Pérez, Mathew Magimai-Doss, Héctor Jiménez-Salazar
Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection. ICMI (2021)
Sunil Kumar Sahoo, Brojo Kishore Mishra, Shantipriya Parida, Satya Ranjan Dash, Jatindra Nath Besra, Esaú Villatoro-Tello
Automatic Dialect Detection for Low Resource Santali Language. OCIT (2021)
Érika S. Rosas-Quezada, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello
companies write. J. Intell. Fuzzy Syst. 39 (2) (2020)
Esaú Villatoro-Tello, Shantipriya Parida, Petr Motlícek, Ondrej Bojar
Inferring Highly-dense Representations for Clustering Broadcast Media Content. Prague Bull. Math. Linguistics 115 (2020)
Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Sajit Kumar, Shantipriya Parida, Petr Motlícek
Idiap and UAM Participation at MEX-A3T Evaluation Campaign. IberLEF@SEPLN (2020)
Maël Fabien, Esaú Villatoro-Tello, Petr Motlícek, Shantipriya Parida
BertAA : BERT fine-tuning for Authorship Attribution. ICON (2020)
Miguel Ángel Álvarez Carmona, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
Author Profiling in Social Media with Multimodal Information. Computación y Sistemas 24 (3) (2020)
Shantipriya Parida, Esaú Villatoro-Tello, Sajit Kumar, Maël Fabien, Petr Motlícek
Detection of Similar Languages and Dialects Using Deep Supervised Autoencoder. ICON (2020)
Shantipriya Parida, Esaú Villatoro-Tello, Sajit Kumar, Petr Motlícek, Qingran Zhan
Idiap Submission to Swiss-German Language Detection Shared Task. SwissText/KONVENS (2020)
Fernando Sánchez-Vega, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Efstathios Stamatatos, Luis Villaseñor Pineda
Paraphrase plagiarism identification with character-level features. Pattern Anal. Appl. 22 (2) (2019)
Miguel Ángel Álvarez Carmona, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
A comparative analysis of distributional term representations for author profiling in social media. J. Intell. Fuzzy Syst. 36 (5) (2019)
Miguel Ángel Álvarez Carmona, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media. CoRR (2019)
Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar
Attribute Selection Techniques for Classification of Aggressive Tweets LyR-UAMC participation at MexA3T 2019 Task. IberLEF@SEPLN (2019)
Érika S. Rosas-Quezada, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello
Predicting consumers engagement on Facebook based on what and how companies write. CoRR (2019)
Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar
TxPI-u: A Resource for Personality Identification of Undergraduates. CoRR (2018)
Debasis Ganguly, Gareth J. F. Jones, Aarón Ramírez-de-la-Cruz, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello
Retrieving and classifying instances of source code plagiarism. Inf. Retr. J. 21 (1) (2018)
Orlando Hernández Hernández, Esaú Villatoro-Tello, Christian Lemaitre León
Sistema para la generación personalizada de resúmenes a partir de múltiples documentos. Res. Comput. Sci. 147 (6) (2018)
Antonio Hernández Ambrocio, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello
Un método para el análisis de sentimientos bajo un enfoque supervisado usando recursos léxicos. Res. Comput. Sci. 147 (6) (2018)
Miguel Ángel Álvarez Carmona, Marc Franco-Salvador, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Luis Villaseñor Pineda
Semantically-informed distance and similarity measures for paraphrase plagiarism identification. J. Intell. Fuzzy Syst. 34 (5) (2018)
Miguel Ángel Álvarez Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello
A visual approach for age and gender identification on Twitter. J. Intell. Fuzzy Syst. 34 (5) (2018)
Miguel Ángel Álvarez Carmona, Marc Franco-Salvador, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Luis Villaseñor Pineda
Semantically-informed distance and similarity measures for paraphrase plagiarism identification. CoRR (2018)
Ester Calderón-Casanova, Mariana López-Ortíz, Patricia Galán, Esaú Villatoro-Tello, Raúl R. García-Aguilar, Brenda García-Parra
Predicción de la generación de residuos sólidos urbanos en la Ciudad de México. Res. Comput. Sci. 147 (5) (2018)
Miguel Ángel Álvarez Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, Adrián Pastor López-Monroy, Luis Villaseñor Pineda, Esaú Villatoro-Tello
A visual approach for age and gender identification on Twitter. CoRR (2018)
Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar
TxPI-u: A resource for Personality Identification of undergraduates. J. Intell. Fuzzy Syst. 34 (5) (2018)
Alejandro Rosales Martínez, Pablo Sotres-Castrejon, Griselda Velázquez-Villar, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa
Identificando signos de anorexia y depresión en usuarios de redes sociales. Res. Comput. Sci. 147 (7) (2018)
Gerardo Real-Flores, Betzabet García Mendoza, Ester Calderón-Casanova, Gabriela Ramérez-de-la-Rosa, Esaú Villatoro-Tello
Generación y enriquecimiento automático de recursos léxicos para el análisis de sentimientos. Res. Comput. Sci. 134 (2017)
Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Héctor Jiménez-Salazar
UAM's Participation at CLEF eRisk 2017 task: Towards Modelling Depressed Blogers. CLEF (Working Notes) (2017)
Leticia Luna-Tlatelpa, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Carlos J. Rivero-Moreno
Resúmenes de múltiples documentos guiados por consulta empleando representaciones distribucionales. Res. Comput. Sci. 134 (2017)
Christian Sánchez-Sánchez, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Héctor Jiménez-Salazar, David Pinto Avendaño
WSDL Information Selection for Improving Web Service Classification. Res. Comput. Sci. 144 (2017)
Hugo Jair Escalante, Esaú Villatoro-Tello, Sara Elena Garza Villarreal, Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
Early detection of deception and aggressiveness using profile-based representations. Expert Syst. Appl. 89 (2017)
Maria José Garciarena Ucelay, Maria Paula Villegas, Dario G. Funez, Leticia C. Cagnina, Marcelo Luis Errecalde, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello
Profile-based Approach for Age and Gender Identification. CLEF (Working Notes) (2016)
Esaú Villatoro-Tello, Emmanuel Anguiano-Hernández, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Gabriela Ramírez-de-la-Rosa
Enhancing Semi-supevised Text Classification Using Document Summaries. IBERAMIA (2016)
Ángel Callejas-Rodríguez, Esaú Villatoro-Tello, Iván Meza, Gabriela Ramírez-de-la-Rosa
From Dialogue Corpora to Dialogue Systems: Generating a Chatbot with Teenager Personality for Preventing Cyber-Pedophilia. TSD (2016)
Alba Núñez-Reyes, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Christian Sánchez-Sánchez
A Compact Representation for Cross-Domain Short Text Clustering. MICAI (1) (2016)
Diana Sepúlveda Barrera, Daniel Martínez-Espino, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa
Importancia del lenguaje coloquial y de los símbolos de puntuación en el perfilado de autores. Res. Comput. Sci. 115 (2016)
Janet Viridiana Hernández-García, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar, Verónica Reyes-Meza
Aplicación web para identificar personalidad, género y edad de usuarios en Twitter. Res. Comput. Sci. 115 (2016)
Aarón Ramírez-de-la-Cruz, Héctor Jiménez-Salazar, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa
Exploración sobre la construcción automática de un tesauro a partir de un documento. Res. Comput. Sci. 115 (2016)
Alba Núñez-Reyes, Erick Monroy Cuevas, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Christian Sánchez-Sánchez
Agrupamiento de textos cortos en dominios cruzados. Res. Comput. Sci. 115 (2016)
José Roberto Alvarado-García, Janet Viridiana Hernández-García, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Christian Sánchez-Sánchez
Sistema de recomendación de música basado en aprendizaje semi-supervisado. Res. Comput. Sci. 94 (2015)
Antonio Juárez-González, Griselda Velázquez-Villar, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa
Plataforma web para la identificación y el análisis de eventos en Twitter. Res. Comput. Sci. 97 (2015)
Christian Sánchez-Sánchez, Héctor Jiménez-Salazar, Carlos Rodríguez-Lucatero, Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa
Sistema multiagente integrador de bibliotecas digitales. Res. Comput. Sci. 93 (2015)
José R. Gálvez-Pérez, Bárbara E. Gómez-Torrero, Raúl I. Ramírez-Chávez, Kathia M. Sánchez-Sandoval, Vicente Castellanos-Cerda, Roberto García-Madrid, Héctor Jiménez-Salazar, Esaú Villatoro-Tello
Sistema automático para la clasificación de la opinión pública generada en Twitter. Res. Comput. Sci. 95 (2015)
Enrique Flores, Paolo Rosso, Esaú Villatoro-Tello, Lidia Moreno, Rosa Alcover, Vicente Chirivella
PAN@FIRE: Overview of CL-SOCO Track on the Detection of Cross-Language SOurce COde Re-use. FIRE Workshops (2015)
Gabriela Ramírez-de-la-Rosa, Verónica Reyes-Meza, Esaú Villatoro-Tello, Héctor Jiménez-Salazar, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
The Role of n-grams in Firstborns Identification. MICAI (1) (2015)
Raymundo Picazo-Alvarez, Esaú Villatoro-Tello, Wulfrano Arturo Luna-Ramírez, Carlos R. Jaimez González
Herramienta de apoyo en la detección de reutilización de código fuente. Res. Comput. Sci. 73 (2014)
Julio C. Torres López, Christian Sánchez-Sánchez, Esaú Villatoro-Tello
Laboratorio en línea para el procesamiento automático de documentos. Res. Comput. Sci. 72 (2014)
Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Christian Sánchez-Sánchez, Héctor Jiménez-Salazar, Wulfrano Arturo Luna-Ramírez, Carlos Rodríguez-Lucatero
UAMCLyR at RepLab 2014: Author Profiling Task. CLEF (Working Notes) (2014)
Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar, Christian Sánchez-Sánchez
Towards Automatic Detection of User Influence in Twitter by Means of Stylistic and Behavioral Features. MICAI (1) (2014)
Enrique Flores, Paolo Rosso, Lidia Moreno, Esaú Villatoro-Tello
On the Detection of SOurce COde Re-use. FIRE (2014)
Aarón Ramírez-de-la-Cruz, Gabriela Ramírez-de-la-Rosa, Christian Sánchez-Sánchez, Héctor Jiménez-Salazar, Esaú Villatoro-Tello
Pertinence of Lexical and Structural Features for Plagiarism Detection in Source Code. Res. Comput. Sci. 85 (2014)
Gerardo García-Rodríguez, Gabriela Ramírez-de-la-Rosa, Esaú Villatoro-Tello, Héctor Jiménez-Salazar
Detectando la prioridad de contenidos generados en Twitter por medio de n-gramas de palabras. Res. Comput. Sci. 74 (2014)
Hugo Jair Escalante, Esaú Villatoro-Tello, Antonio Juárez, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
Sexual predator detection in chats with chained classifiers. WASSA@NAACL-HLT (2013)
Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor Pineda, Esaú Villatoro-Tello
INAOE's Participation at PAN'13: Author Profiling Task Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
Fernando Sánchez-Vega, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Paolo Rosso
Determining and characterizing the reused text for plagiarism detection. Expert Syst. Appl. 40 (5) (2013)
Esaú Villatoro-Tello, Carlos Rodríguez-Lucatero, Christian Sánchez-Sánchez, Adrián Pastor López-Monroy
UAMCLyR at RepLab 2013: Profiling Task. CLEF (Working Notes) (2013)
Esaú Villatoro-Tello, Christian Sánchez-Sánchez, Héctor Jiménez-Salazar, Wulfrano Arturo Luna-Ramírez, Carlos Rodríguez-Lucatero
UAM at INEX 2012 Relevance Feedback Track: Using a Probabilistic Method for Ranking Refinement. CLEF (Online Working Notes/Labs/Workshop) (2012)
Esaú Villatoro-Tello, Antonio Juárez, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Luis Enrique Sucar
Document ranking refinement using a Markov random field model. Nat. Lang. Eng. 18 (2) (2012)
Esaú Villatoro-Tello, Antonio Juárez-González, Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
A Two-step Approach for Effective Detection of Misbehaving Users in Chats. CLEF (Online Working Notes/Labs/Workshop) (2012)
Maya Carrillo, Esaú Villatoro-Tello, Aurelio López-López, Chris Eliasmith, Luis Villaseñor Pineda, Manuel Montes-y-Gómez
Concept Based Representations for Ranking in Geographic Information Retrieval. IceTAL (2010)
Esaú Villatoro-Tello, Ricardo Omar Chávez García, Manuel Montes-y-Gómez, Luis Villaseñor Pineda, Luis Enrique Sucar
A Probabilistic Method for Ranking Refinement in Geographic Information Retrieval. Proces. del Leng. Natural 44 (2010)
Esaú Villatoro-Tello, Luis Villaseñor Pineda, Manuel Montes-y-Gómez
Ranking Refinement via Relevance Feedback in Geographic Information Retrieval. MICAI (2009)
Maya Carrillo, Esaú Villatoro-Tello, Aurelio López-López, Chris Eliasmith, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
Representing Context Information for Document Retrieval. FQAS (2009)
Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
INAOE at GeoCLEF 2008: A Ranking Approach based on Sample Documents. CLEF (Working Notes) (2008)
Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
A Ranking Approach Based on Example Texts for Geographic Information Retrieval. CLEF (2008)
Alberto Téllez-Valero, Antonio Juárez, Gustavo Hernández, Claudia Denicia-Carral, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Luis Villaseñor Pineda
A Lexical Approach for Spanish Question Answering. CLEF (2007)
Esaú Villatoro-Tello, Luis Villaseñor Pineda, Manuel Montes-y-Gómez
Using Word Sequences for Text Summarization. TSD (2006)
Esaú Villatoro-Tello, Luis Villaseñor Pineda, Manuel Montes-y-Gómez
Comparación de algoritmos de aprendizaje para identificación del usuario a través de la voz. CLIHC (2005)