Main

Publications

Accepted Papers

  • Paraphrase Plagiarism Identification with Character-level Features. Fernando Sánchez-Vega, Esaú Villatoro-Tello, Manuel Montes-y-Gómez, Paolo Rosso, Efstathios Stamatatos, Luis Villaseñor-Pineda. Pattern Analysis and Applications. Available online: December 2017.
  • Genre Aware Attention Model to Improve the Likability Prediction of Books. Suraj Maharjan, Manuel Montes, Fabio A. González and Thamar Solorio. EMNLP 2018. Brussels, Belgium, November 2018.
  • MindLab Neural Network Approach at BioASQ 6B. Andrés Rosso-Mateus, Fa-bio A. González, Manuel Montes-y-Gómez. 6th BioASQ Workshop, at EMNLP 2018. Brussels, Belgium, October 2018.
  • A Knowledge-based Weighted kKNN for Detecting Irony in Twitter. Delia Irazu Hernandez Farias, Manuel Montes-y-Gómez, Hugo Jair Escalante, Paolo Rosso and Viviana Patti. 17th Mexican International Conference on Artificial Intelligence (MICAI 2018). Guadalajara, Jalisco, Mexico, October 2018.
  • Novel Distributional Visual-Feature Representations for Image Classification. Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Fabio A. González. Multimedia Tools and Applications.
  • A New Weighted K-Nearest Neighbor Algorithm based on Newton's Gravitational Force. Juan Antonio Aguilera Balderrama, Luis Carlos González Gurrola, Manuel Montes Y Gómez and Paolo Rosso. CIARP 2018.
  • Predicting academic-challenge success from competition proposals. Dante Lopez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Eduardo Morales and Manuel Montes-y-Gómez. CIARP 2018.
  • A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media. Miguel Ángel Álvarez-Carmona, Esaú Villatoro-Tello, Manuel Montes-y-Gómez and Luis Villaseñor-Pineda. Accepted to Journal of Intelligent & Fuzzy Systems.
  • Online violence against women: Automatic identification of misogyny and sexism on Twitter. Simona Frenda, Bilal Ghanem, Ma-nuel Montes-Y-Gómez and Paolo Rosso. Accepted to Journal of Intelligent & Fuzzy Systems.

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2018

  • A visual approach for age and gender identification on Twitter. Miguel A. Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, A. Pastor López-Monroy, Luis Villaseñor-Pineda and Esaú Villatoro-Tello. Journal of Intelligent and Fuzzy Systems, vol. 34, no. 5, pp. 3133-3145, 2018. DOI: 10.3233/JIFS-169497.
  • Semantically-informed distance and similarity measures for paraphrase plagiarism identification. Miguel A. Álvarez-Carmona, Marc Franco-Salvador, Manuel Montes-y-Gómez, Paolo Rosso, Luis Villaseñor-Pineda, Esaú Villatoro-Tello. Journal of Intelligent and Fuzzy Systems, vol. 34, no. 5, pp. 2983-2990, 2018. DOI: 10.3233/JIFS-169483.
  • Query-oriented Text Summarization Based on Multiobjective Evolutionary Algorithms and Word Embeddings. Yanet Fors Isalguez, Jorge Hermosillo Valadez and Manuel Montes-y-Gómez. Journal of Intelligent and Fuzzy Systems, vol. 34, no. 5, pp. 3235-3244, 2018.
  • Emphasizing Personal Information for Author Profiling: New Approaches for Term Selection and Weighting. Rosa María Ortega, Adrián Pastor López-Monroy, Anilú Franco, Manuel Montes-y-Gómez. Knowledge-Based Systems. Volume 145, 1 April 2018, Pages 169-181.
  • Equivalences between polarity algorithms. Jesús Lavalle, Manuel Montes, Luis Villaseñor, Héctor Jiménez and Everardo Bárcenas. Studia Logica. Volume 106, Issue 2, pp 371–395, April 2018.
  • A Genetic Programming Approach to Score Driving Behavior in the Context of Intelligent Transportation Systems. Jesús R. Lopez, Luis C. González, Manuel Montes y Gómez, Leonardo Trujillo, Graciela Ramírez. IEEE Sensors Journal. Volume 18, Issue 17, September 2018.
  • Automatic Theorem Proving for Natural Logic: a Case Study on Textual En-tailment. Jesús Lavalle, Manuel Montes, Héctor Jiménez, Luis Villaseñor, and Beatriz Beltrán. Computación y Sistemas, Vol. 22, No. 1, 2018, pp. 119–135.
  • A Prospect-Guided Global Query Expansion Strategy Using Word Embeddings. Francis de la Caridad Fernández-Reyes, Jorge Hermosillo-Valadez, Manuel Montes-y-Gómez. Information Processing and Management, Volume 54, Issue 1, January 2018.
  • Character N-grams for Detecting Deceptive Controversial Opinions. Juan Javier Sánchez-Junquera, Luis Villaseñor-Pineda, Manuel Montes-Y-Gómez and Paolo Rosso. International Conference of the Cross-Language Evaluation Forum for European Languages. LNCS, volume 11018. Avignon, France. September 2018.
  • Early Text Classification using Multi-Resolution Concept Representations. Pastor López-Morroy, Hugo Jair Escalante, Manuel Montes, Fabio González, Thamar Solorio. Proceedings of NAACL-HLT 2018, New Orleans, Louisiana, June 2018.
  • Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. Suraj Maharjan, Manuel Montes, Fabio A. González and Thamar Solorio. Proceedings of NAACL-HLT 2018, New Orleans, Louisiana, June 2018.
  • Learning When to Classify for Early Text Classification. Juan Martín Loyola, Marcelo Luis Errecalde, Hugo Jair Escalante, and Manuel Montes y Gomez. 23rd Argentine Congress in Computer Science (CACIC 2017). Revised Selected Papers. Communications in Computer and Information Science (CCIS), Vol. 790, pp. 24–34, Springer 2018.
  • INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter. Delia Irazúu Hernández Farías, Fernando Sánchez-Vega, Manuel Montes-y-Gómez, Paolo Rosso. Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval-2018), New Orleans, LA, USA, June 2018.
  • Exploration of Misogyny in Spanish and English Tweets. Simona Frenda, Bilal Ghanem, and Manuel Montes-y-Gómez. Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018). Track 5: Automatic Misogyny Identification (AMI). Sevilla, Spain, September 2018.
  • Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Anal-ysis in Mexican Spanish Tweets. Miguel Á. Álvarez-Carmona, Estefanía Guzmán-Falcón, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Verónica Reyes-Meza, Antonio Rico-Sulayes. Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018). Track 2: Authorship and aggressiveness analysis in Twitter: case study in Mexican Spanish (MEX-A3T). Sevilla, Spain, Septem-ber 2018.
  • UNSL's participation at CLEF 2018: Early risk prediction on the Internet. Dario G. Funez, María José Garciarena Ucelay, María Paula Villegas, Sergio Bur-disso, Leticia Cagnina, Manuel Montes-y-Gómez and Marcelo Errecalde. Work-ing Notes of CLEF 2018. Avignion, France, September 2018.
  • PEIMEX at eRisk2018: Emphasizing personal information for depression and anorexia detection. Rosa María Ortega-Mendoza, Adrián Pastor Lopez-Monroy, Anilu Franco-Arcega and Manuel Montes-y-Gómez. Working Notes of CLEF 2018. Avignion, France, September 2018.
  • UPV-INAOE - Check That: An Approach based on External Sources to Detect Claims Credibility. Bilal Ghanem, Manuel Montes-Y-Gómez, Francisco Rangel and Paolo Rosso. Working Notes of CLEF 2018. Avignion, France, September 2018.
  • UPV-INAOE - Check That: Preliminary Approach for Checking Worthiness of Claims. Bilal Ghanem, Manuel Montes-Y-Gómez, Francisco Rangel and Paolo Rosso. Working Notes of CLEF 2018. Avignion, France, September 2018.

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

  • Authorship Attribution using Word Sequences. Rosa María Coyotl-Morales, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez and Paolo Rosso. 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006. Cancun, Mexico, November 2006. Lecture Notes in Artificial Intelligence 4225, Springer 2006.
  • A Text Mining Approach for Definition Question Answering. Claudia Denicia-Carral, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, René García Hernández. 5th International Conference on Natural Language Processing, FinTal 2006. Turku, Finland, August 2006. Lecture Notes in Artificial Intelligence 4139, Springer 2006.
  • A Straightforward Method for Automatic Identification of Marginal Languages. Ana Lilia Reyes-Herrera, Luis Villaseñor-Pineda, and Manuel Montes-y-Gómez. 5th International Conference on Natural Language Processing, FinTal 2006. Turku, Finland, August 2006. Lecture Notes in Artificial Intelligence 4139, Springer 2006.
  • Using Word Sequences for Text Summarization. Ninth International Conference on Text, Speech and Dialogue, TSD 2006. Esaú Villatoro-Tello, Luis Villaseñor-Pineda and Manuel Montes-y-Gómez. Brno, Czech Republic, September 2006. Lecture Notes in Artificial Intelligence 4188, Springer 2006.
  • A Full Data-Driven System for Multiple Language Question Answering. Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Manuel Pérez-Coutiño, José Manuel Gómez-Soriano, Emilio Sanchís-Arnal, Paolo Rosso. Post-proceedings of the 6th Workshop of the Cross-Language Evaluation Forum, CLEF 2005. Revised Selected Papers. Lecture Notes in Computer Science 4022, Springer 2006.
  • The role of lexical features in Question Answering for Spanish. Manuel Pérez-Coutiño, Manuel Montes-y-Gómez, Aurelio López-López and Luis Villaseñor-Pineda. Post-proceedings of the 6th Workshop of the Cross-Language Evaluation Forum, CLEF 2005. Revised Selected Papers. Lecture Notes in Computer Science 4022, Springer 2006.
  • Using N-gram Models to Combine Query Translations in Cross-Language Question Answering. Rita M. Aceves-Pérez, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez. International Conference on Intelligent Text Processing and Computational Linguistics CICLing-2006. Mexico City, Mexico, February 2006. Lecture Notes in Computer Science 3878, Springer, 2006.
  • Automatic Language Identification using Wavelets. Ana Lilia Reyes-Herrera, Luis Villaseñor-Pineda, Manuel Montes-y-Gómez. Ninth International Conference on Spoken Language Processing, Interspeech 2006. Pittsburgh, Pennsylvania, September 2006.
  • A Shallow Approach for Answer Selection based on Dependency Trees and Term Density. Manuel Pérez-Coutiño, Manuel Montes-y-Gómez, Aurelio López-López, Luis Villaseñor-Pineda and Aarón Pancardo-Rodríguez. Working Notes for the CLEF 2006 Workshop. Alicante, Spain, September 2006.
  • INAOE at CLEF 2006: Experiments in Spanish Question Answering. Antonio Juárez-Gonzalez, Alberto Téllez-Valero, Claudia Denicia-Carral, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda. Working Notes for the CLEF 2006 Workshop. Alicante, Spain, September 2006.
  • Una propuesta para la Validación de Respuestas utilizando Implicación Textual. Alberto Téllez, Manuel Montes, Luis Villaseñor. 3er Taller Nacional de Tecnologías del Lenguaje Humano, Encuentro Internacional de Computación ENC-2006. San Luis Potosí, México, Septiembre 2006.

2005

2004

  • Question Answering for Spanish Based on Lexical and Context Annotation. M. Pérez-Coutiño, T. Solorio, M. Montes-y-Gómez, A. López-López and L. Villaseñor-Pineda. IX Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004. Puebla, Mexico, November 2004. Lecture Notes in Artificial Intelligence 3315, Springer-Verlag 2004.
  • Toward a Document Model for Question Answering Systems. M. Pérez-Coutiño, T. Solorio, M. Montes-y-Gómez, A. López-López and L. Villaseñor-Pineda. Atlantic Web Intelligence Conference, AWIC 2004. Cancún, Mexico, Abril 2004. Lecture Notes in Computer Science 3034, Springer-Verlag 2004.
  • Contextual Exploration of Text Collections. M. Montes-y-Gómez, M. Pérez-Coutiño, Villaseñor-Pineda, A. López-López. Conference on Intelligent Text Processing and Computational Linguistics, CICLing-2004. Seoul, Korea, February 2004. Lecture Notes in Computer Science 2945, Springer-Verlag 2004.
  • A Modal Logic Framework for Human-Computer Spoken Interaction. L. Villaseñor-Pineda, M. Montes-y-Gómez and J. Caelen. Conference on Intelligent Text Processing and Computational Linguistics, CICLing-2004. Seoul, Korea, February 2004. Lecture Notes in Computer Science 2945, Springer-Verlag 2004.
  • Experiments on the Construction of a Phonetically Balanced Corpus from the Web. L. Villaseñor-Pineda, M. Montes-y-Gómez, D. Vaufreydaz and J-F. Serignat. Conference on Intelligent Text Processing and Computational Linguistics, CICLing-2004. Seoul, Korea, February 2004. Lecture Notes in Computer Science 2945, Springer-Verlag 2004.
  • Un Modelo de Interpretación Pragmática basado en la SDRT para el Diálogo Hombre-Máquina. Luis Villaseñor-Pineda, Anne Xuereb, Jean Caelen and Manuel Montes-y-Gómez. III Jornadas en Tecnología del Habla. Valencia, España, Noviembre 2004.
  • Desambiguación Léxica de Sustantivos usando la Web. Aarón Pancardo-Rodríguez, Manuel Montes-y-Gómez, Paolo Rosso, Davide Bucaldi, Luis Villaseñor-Pineda. Workshop on Lexical Resources and the Web for Word Sense Disambiguation. IX Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004. Puebla, Mexico, November 2004.
  • Web-based WSD using Adjective-Noun Pairs. Davide Buscaldi, Manuel Montes y Gómez and Paolo Rosso. Workshop on Lexical Resources and the Web for Word Sense Disambiguation. IX Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004. Puebla, Mexico, November 2004.
  • Búsqueda de respuestas basada en redundancia: un estudio para el Español y el Portugués. Luis Villaseñor-Pineda, Manuel Montes-y-Gómez, Alejandro del Castillo. Taller de Herramientas y Recursos Lingüísticos para el Español y el Portugués. IX Ibero-American Conference on Artificial Intelligence, IBERAMIA 2004. Puebla, Mexico, November 2004.
  • Evaluación de los Contenidos Educativos de Nivel Básico en Internet. Liliana Morales Zanatta, Manuel Montes y Gómez, Paolo Rosso, Luis Villaseñor Pineda y Gerardo Acevedo Ponce de León. XX Simposio Internacional de Computación en Educación, SOMECE 2004. Puebla, México, Octubre 2004.
  • The Use of Lexical Context in Question Answering for Spanish. M. Pérez-Coutiño, T. Solorio, M. Montes-y-Gómez, A. López-López and L. Villaseñor-Pineda. Workshop of the Cross-Language Evaluation Forum (CLEF 2004). Bath, UK, September 2004.
  • QA on the Web: A Preliminary Study for Spanish Language. Alejandro Del-Castillo-Escobedo, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda. Encuentro Internacional de Ciencias de la Computación, ENC-04. Colima, México, Septiembre 2004.
  • Uso del Contexto para Búsqueda de Respuestas en Español. M. Pérez-Coutiño, M. Montes-y-Gómez, A. López-López. Taller de Tecnologías del Lenguaje Humano. Encuentro Internacional de Ciencias de la Computación, ENC-04, Colima, México, Sept. 2004.
  • Estudio Comparativo de cuatro Traductores Autamáticos en QA Multilingüe. Rita M. Aceves, Manuel Montes, Luis Villaseñor. Taller de Tecnologías del Lenguaje Humano. Encuentro Internacional de Ciencias de la Computación, ENC-04, Colima, México, Sept. 2004.
  • Clasificación de Texto para la Extracción de Información. Alberto Téllez-Valero, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda. Taller de Tecnologías del Lenguaje Humano. Encuentro Internacional de Ciencias de la Computación, ENC-04, Colima, México, Sept. 2004.
  • Web Intelligence in México. Jesús Favela, Manuel Montes, and Edgar Chavez. WIC Research Centers Working Workshop 2004. In the 2004 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology. Beijing, China, September 2004.
  • A Language Independent Method for Question Classification. Thamar Solorio, Manuel Pérez-Coutiño, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda y Aurelio López-López. The 20th International Conference on Computational Linguistics, COLING 04. Geneva, Switzerland, August 2004.
  • Un Sistema de Extracción de Información sobre Desastres Naturales. Alberto Téllez-Valero, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda. 5 Congreso Nacional de Computación CORE-2004, Ciudad de México, Mayo 2004.

2003

2002

2001

2000

  • Information Retrieval with the Extra-Topical Information extracted from Document Titles. Manuel Montes y Gómez, Alexander Gelbukh, Aurelio López-López. Selected Papers 1999. Edited by the Center for Computing Research (CIC), Mexican National Polytechnic Institute (IPN), 2000.
  • Information Retrieval with Conceptual Graph Matching. Manuel Montes-y-Gómez, Aurelio López-López, Alexander Gelbukh. 11th International Conference on Database and Expert Systems Applications DEXA 2000, London, UK, September 2000. Lecture Notes in Computer Science N 1873, Springer-Verlag, 2000.
  • Comparison of Conceptual Graphs. Manuel Montes-y-Gómez, Alexander Gelbukh, Aurelio López-López. Mexican International Conference on Artificial Intelligence MICAI 2000, Acapulco, Mexico, April 2000. Lecture Notes in Artificial Intelligence N 1793, Springer-Verlag, 2000.

1999

  • Document intentions expressed in titles. Extraction, representation, and possible use. Manuel Montes y Gómez, Alexander Gelbukh, Aurelio López-López. Selected Works 1997-1998. Edited by the Center for Computing Research (CIC), Mexican National Polytechnic Institute (IPN), 1999.
  • Document Title Patterns in Information Retrieval. Manuel Montes-y-Gómez, Aurelio López-López, Alexander Gelbukh. A Workshop on Text, Speech and Dialogue TSD-1999, Pilsen, Czech Republic, September 1999. Lecture Notes in Artificial Intelligence, N 1692, Springer-Verlag, 1999.
  • Detecting the Dependencies of a Peak News Topic. Manuel Montes-y-Gómez, Alexander Gelbukh, Aurelio López-López. International Conference of Computing CIC’99, Mexico City, November 1999.
  • Extraction of Document Intentions from Titles. Manuel Montes y Gómez, Aurelio López-López, Alexander Gelbukh. Text Mining Workshop, 16th International Joint Conference on Artificial Intelligence (IJCAI'99), Stockholm, Sweden, July 31 – August 6, 1999.
  • Text Mining as a Social Thermometer. Manuel Montes y Gómez, Aurelio López-López, Alexander Gelbukh. Text Mining Workshop, 16th International Joint Conference on Artificial Intelligence (IJCAI'99), Stockholm, Sweden, July 31 – August 6, 1999.

1998

  • Nominalization in Titles: A Way to Extract Document Details. Aurelio López-López and Manuel Montes-y-Gómez. International Conference on Computing CIC’98, Mexico City, November 1998.

Edited books and journals

  • Special Issue: Procesamiento de Lenguaje Natural. Manuel Montes y Gómez (Invited Editor). Komputer Sapiens, Year II, Volume I. January-June 2010. ISSN 2007-0691.
  • Natural Language Understanding and Intelligent Access to Textual Infomration. Workshop proceedings. Alexander Gelbukh, Manuel Montes y Gómez (editors). In MICAI-2005, ISBN 968-891-094-5.

Thesis

  • Minería de Texto empleando la Semejanza entre Estructuras Semánticas. Manuel Montes y Gómez. Tesis de Doctorado, Centro de Investigación en Computación (CIC), Instituto Politécnico Nacional (IPN). Ciudad de México, México, febrero de 2002. (con Mención Honorífica).
  • Extracción de Información de Títulos de Documentos. Manuel Montes y Gómez. Tesis de Maestría. Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE). Puebla, México, Agosto 1998.

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