Web Exploitation for Definition Extraction. - Gerardo Sierra; Rodrigo Alarcón; Alejandro Molina-Villegas; Edwin Aldana (LA-WEB/CLIHC, 2009)

La compresión de frases: un recurso para la optimización de resumen automático de documentos. - Alejandro Molina-Villegas; Iria da Cunha; Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (Linguamática, 2010)

Discourse Segmentation for Sentence Compression. - Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Eric SanJuan; Iria da Cunha; Gerardo Sierra; Patricia Velázquez-Morales (MICAI (1), 2011)

Sentence Compression in Spanish driven by Discourse Segmentation and Language Models - Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Iria da Cunha; Eric SanJuan; Gerardo Sierra (CoRR, 2012)

Discursive Sentence Compression. - Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Eric SanJuan; Iria da Cunha; Gerardo Eugenio Sierra Martínez (CICLing (2), 2013)

A Turing Test to Evaluate a Complex Summarization Task. - Alejandro Molina-Villegas; Eric SanJuan; Juan-Manuel Torres-Moreno (CLEF, 2013)

Analysis and Transformation of Textual Energy Distribution. - Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Eric SanJuan; Gerardo Sierra; Julio Rojas-Mora (MICAI (Special Sessions), 2013)

Compression automatique de phrases : une étude vers la génération de résumés. (Automatic sentence compression : towards abstract summarization). - Alejandro Molina-Villegas (2013)

Investigating the Image of Entities in Social Media: Dataset Design and First Results. - Julien Velcin; Young-Min Kim; Caroline Brun; Jean-Yves Dormagen; Eric SanJuan; Leila Khouas; Anne Peradotto; Stéphane Bonnevay; Claude Roux; Julien Boyadjian; Alejandro Molina-Villegas; Marie Neihouser (LREC, 2014)

Classification and Optimization Algorithms: the LIA/ADOC participation at DEFT'14 (Algorithmes de classification et d'optimisation : participation du LIA/ADOC à DEFT'14) [in French]. - Luis Adrián Cabrera-Diego; Stéphane Huet; Bassam Jabaian; Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Marc El-Bèze; Barthélémy Durette (DEFT@TALN, 2014)

Bilingual and Cross Domain Politics Analysis. - Jean-Valère Cossu; Rocío Abascal-Mena; Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Eric SanJuan (Res. Comput. Sci., 2014)

Regroupement sémantique de définitions en espagnol. - Gerardo Sierra; Juan-Manuel Torres-Moreno; Alejandro Molina-Villegas (CoRR, 2015)

A Text Mining Library for Biodiversity Literature in Spanish. - Juan M. Barrios; Alejandro Molina-Villegas; Raúl Sierra-Alcocer; Enrique-Daniel Zenteno-Jimenez (Int. J. Comput. Linguistics Appl., 2015)

El Test de Turing para la evaluación de resumen automático de texto. - Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno (Linguamática, 2015)

Anotación automática de datos acerca de la reputación de los políticos en redes sociales. - Rocío Abascal-Mena; Jean-Valère Cossu; Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno (Res. Comput. Sci., 2015)

A Novel Multivariate Mapping Method for Analyzing High-Dimensional Numerical Datasets. - Edwin Aldana-Bobadilla; Alejandro Molina-Villegas (ICDM, 2016)

Recuperación, procesamiento y clasificación de tuits para visualizar estructuras de interacción. - Carlos Pérez; Jorge Cortés 003; Aarón Ramírez; Rocío Abascal-Mena; Alejandro Molina-Villegas (Res. Comput. Sci., 2016)

Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14. - Luis Adrián Cabrera-Diego; Stéphane Huet; Bassam Jabaian; Alejandro Molina-Villegas; Juan-Manuel Torres-Moreno; Marc El-Bèze; Barthélémy Durette (CoRR, 2017)

Active learning in annotating micro-blogs dealing with e-reputation. - Jean-Valère Cossu; Alejandro Molina-Villegas; Mariana Tello-Signoret (CoRR, 2017)

A novel data reduction method based on information theory and the Eclectic Genetic Algorithm. - Edwin Aldana-Bobadilla; Ivan López-Arévalo; Alejandro Molina-Villegas (Intell. Data Anal., 2017)

Regular Activity Patterns in Spatio-Temporal Events Databases: Multi-Scale Extraction of Geolocated Tweets. - Pablo López-Ramírez; Alejandro Molina-Villegas; Oscar Sánchez Siordia; Mario Chirinos Colunga; Gandhi Hernández-Chan (Res. Comput. Sci., 2018)

A Vector Semantics Approach to the Geoparsing Disambiguation Task for Texts in Spanish. - Filomeno Alcántara; Alejandro Molina-Villegas; Victor Muñiz-Sanchez (iGISc, 2019)

Georeference Assignment of Locations based on Context. - Shanel Reyes-Palacios; Edwin Aldana-Bobadilla; Ivan López-Arévalo; Alejandro Molina-Villegas (iGISc, 2019)

Geographical aggregation of microblog posts for LDA topic modeling. - Pablo López-Ramírez; Alejandro Molina-Villegas; Oscar S. Siordia (J. Intell. Fuzzy Syst., 2019)

Extracción automática de referencias geoespaciales en discurso libre usando técnicas de procesamiento de lenguaje natural y teoría de la accesibilidad. - Alejandro Molina-Villegas; Oscar S. Siordia; Edwin Aldana-Bobadilla; César Aguilar Aguilar; Olga Acosta (Proces. del Leng. Natural, 2019)

Automatic Discourse Segmentation: an evaluation in French. - Rémy Saksik; Alejandro Molina-Villegas; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno (CoRR, 2020)

A Memory-Efficient Encoding Method for Processing Mixed-Type Data on Machine Learning. - Ivan López-Arévalo; Edwin Aldana-Bobadilla; Alejandro Molina-Villegas; Hiram Galeana-Zapién; Victor Muñiz-Sanchez; Saul Gausin-Valle (Entropy, 2020)

Adaptive Geoparsing Method for Toponym Recognition and Resolution in Unstructured Text. - Edwin Aldana-Bobadilla; Alejandro Molina-Villegas; Ivan López-Arévalo; Shanel Reyes-Palacios; Victor Muñiz-Sanchez; Jean Arreola-Trapala (Remote. Sens., 2020)

Geographic Named Entity Recognition and Disambiguation in Mexican News using word embeddings. - Alejandro Molina-Villegas; Victor Muñiz-Sanchez; Jean Arreola-Trapala; Filomeno Alcántara (Expert Syst. Appl., 2021)

Generación automática de meta-resúmenes para la evaluación del manejo de estructuras discursivas y coherencia en el alumnado. - Unai Atutxa; Alejandro Molina-Villegas; Mikel Iruskieta (Proces. del Leng. Natural, 2021)

A content spectral-based text representation. - Melesio Crespo-Sanchez; Ivan López-Arévalo; Edwin Aldana-Bobadilla; Alejandro Molina-Villegas (J. Intell. Fuzzy Syst., 2022)

Automated Topic Generation for the Mexican Platform for Access to Government Public Information During the Period 2003-2020. - Hermelando Cruz-Pérez; Alejandro Molina-Villegas (WSDM, 2024)

Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques. - Jonathan Zárate-Cartas; Alejandro Molina-Villegas (WSDM, 2024)

An Eclectic Approach for Enhancing Language Models Through Rich Embedding Features. - Edwin Aldana-Bobadilla; Víctor Jesús Sosa Sosa; Alejandro Molina-Villegas; Karina Gazca-Hernandez; José Angel Olivas (IEEE Access, 2024)

Generating a Culturally and Linguistically Adapted Word Similarity Benchmark for Yucatec Maya. - Alejandro Molina-Villegas; Joel Suro-Villalobos; Jorge Reyes-Magaña; Silvia Fernandez Sabido (Inteligencia Artif., 2025)

Uncovering Patterns of Violence in Mexican Digital News Articles Through Data Science Methods. - Jonathan Zárate-Cartas; Alejandro Molina-Villegas (Int. J. Comb. Optim. Probl. Informatics, 2025)