An evolutive architecture coupled with optimal perceptron learning for classification. - Juan-Manuel Torres-Moreno; Pierre Peretto; Mirta B. Gordon (ESANN, 1995)

Numerical simulations of an optimal algorithm for supervised learning. - Arnaud Buhot; Juan-Manuel Torres-Moreno; Mirta B. Gordon (ESANN, 1997)

Apprentissage et généralisation par des réseaux de neurones : étude de nouveaux algorithmes constructifs. (Machine learning and generalization by Neural Networks: new constructive algorithms). - Juan-Manuel Torres-Moreno (1997)

Efficient Adaptive Learning for Classification Tasks with Binary Units. - Juan-Manuel Torres-Moreno; Mirta B. Gordon (Neural Comput., 1998)

Characterization of the Sonar Signals Benchmark. - Juan-Manuel Torres-Moreno; Mirta B. Gordon (Neural Process. Lett., 1998)

The Minimum Number of Errors in the N-Parity and its Solution with an Incremental Neural Network. - Juan-Manuel Torres-Moreno; Julio C. Aguilar; Mirta B. Gordon (Neural Process. Lett., 2002)

Classification automatique de courriers électroniques par des méthodes mixtes d'apprentissage. - Rémy Kessler; Juan-Manuel Torres-Moreno; Marc El-Bèze (Ingénierie des Systèmes d Inf., 2006)

Du textuel au numérique : analyse et classification automatiques. (From text to digital: automatic analysis and classification). - Juan-Manuel Torres-Moreno (2007)

NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System. - Florian Boudin; Juan-Manuel Torres-Moreno (CICLing, 2007)

Génération et enrichissement automatique de listes de patrons de phrases pour les moteurs de questions-réponses. - Cédric Vidrequin; Juan-Manuel Torres-Moreno; Jean-Jacques Schneider; Marc El-Bèze (EGC, 2007)

A New Hybrid Summarizer Based on Vector Space Model, Statistical Physics and Linguistics. - Iria da Cunha; Silvia Fernández; Patricia Velázquez-Morales; Jorge Vivaldi; Eric SanJuan; Juan-Manuel Torres-Moreno (MICAI, 2007)

Textual Energy of Associative Memories: Performant Applications of Enertex Algorithm in Text Summarization and Topic Segmentation. - Silvia Fernández; Eric SanJuan; Juan-Manuel Torres-Moreno (MICAI, 2007)

E-Gen: Automatic Job Offer Processing System for Human Resources. - Rémy Kessler; Juan-Manuel Torres-Moreno; Marc El-Bèze (MICAI, 2007)

Combining Vector Space Model and Multi Word Term Extraction for Semantic Query Expansion. - Eric SanJuan; Fidelia Ibekwe-Sanjuan; Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (NLDB, 2007)

Énergie textuelle de mémoires associatives. - Silvia Fernández; Eric SanJuan; Juan-Manuel Torres-Moreno (TALN (Articles longs), 2007)

Mixing Statistical and Symbolic Approaches for Chemical Names Recognition. - Florian Boudin; Juan-Manuel Torres-Moreno; Marc El-Bèze (CICLing, 2008)

A Scalable MMR Approach to Sentence Scoring for Multi-Document Update Summarization. - Florian Boudin; Marc El-Bèze; Juan-Manuel Torres-Moreno (COLING (Posters), 2008)

Automatic Profiling System for Ranking Candidates Answers in Human Resources. - Rémy Kessler; Nicolas Béchet; Mathieu Roche; Marc El-Bèze; Juan-Manuel Torres-Moreno (OTM Workshops, 2008)

The LIA Update Summarization Systems at TAC 2008 (DRAFT). - Florian Boudin; Marc El-Bèze; Juan-Manuel Torres-Moreno (TAC, 2008)

An Efficient Statistical Approach for Automatic Organic Chemistry Summarization. - Florian Boudin; Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (GoTAL, 2008)

Enertex : un système basé sur l'énergie textuelle. - Silvia Fernández; Eric SanJuan; Juan-Manuel Torres-Moreno (TALN (Articles longs), 2008)

E-Gen : Profilage automatique de candidatures. - Rémy Kessler; Juan-Manuel Torres-Moreno; Marc El-Bèze (TALN (Articles courts), 2008)

Extraction automatique d'informations à partir de micro-textes non structurés. - Cédric Vidrequin; Juan-Manuel Torres-Moreno; Jean-Jacques Schneider; Marc El-Bèze (TALN (Articles longs), 2008)

Job Offer Management: How Improve the Ranking of Candidates. - Rémy Kessler; Nicolas Béchet; Juan-Manuel Torres-Moreno; Mathieu Roche; Marc El-Bèze (ISMIS, 2009)

Résumé automatique multi-document et indépendance de la langue : une première évaluation en français. - Florian Boudin; Juan-Manuel Torres-Moreno (TALN (Articles courts), 2009)

Classification d'un contenu encyclopédique en vue d'un étiquetage par entités nommées. - Eric Charton; Juan-Manuel Torres-Moreno (TALN (Articles longs), 2009)

Profilage de candidatures assisté par Relevance Feedback. - Rémy Kessler; Nicolas Béchet; Juan-Manuel Torres-Moreno; Mathieu Roche; Marc El-Bèze (TALN (Articles courts), 2009)

Une approche exploratoire de compression automatique de phrases basée sur des critères thermodynamiques. - Silvia Fernandez Sabido; Juan-Manuel Torres-Moreno (TALN (Articles courts), 2009)

Adaptive Learning with Binary Neurons - Juan-Manuel Torres-Moreno; Mirta B. Gordon (CoRR, 2009)

Statistical Automatic Summarization in Organic Chemistry - Florian Boudin; Patricia Velázquez-Morales; Juan-Manuel Torres-Moreno (CoRR, 2009)

Combining Supervised and Unsupervised Learning for GIS Classification - Juan-Manuel Torres-Moreno; Laurent Bougrain; Frédéric Alexandre (CoRR, 2009)

Automatic Summarization System coupled with a Question-Answering System (QAAS) - Juan-Manuel Torres-Moreno; Pier-Luc St-Onge; Michel Gagnon; Marc El-Bèze; Patrice Bellot (CoRR, 2009)

An optimal linear separator for the Sonar Signals Classification task - Juan-Manuel Torres-Moreno; Mirta B. Gordon (CoRR, 2009)

Un algoritmo lingüístico-estadístico para resumen automático de textos especializados. - Iria da Cunha; Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales; Jorge Vivaldi (Linguamática, 2009)

Multilingual Summarization Evaluation without Human Models. - Horacio Saggion; Juan-Manuel Torres-Moreno; Iria da Cunha; Eric SanJuan; Patricia Velázquez-Morales (COLING (Posters), 2010)

The Cortex Automatic Summarization System at the QA@INEX Track 2010. - Juan-Manuel Torres-Moreno; Michel Gagnon (INEX, 2010)

NLGbAse: A Free Linguistic Resource for Natural Language Processing Systems. - Eric Charton; Juan-Manuel Torres-Moreno (LREC, 2010)

A French Human Reference Corpus for Multi-Document Summarization and Sentence Compression. - Claude de Loupy; Marie Guégan; Christelle Ayache; Somara Seng; Juan-Manuel Torres-Moreno (LREC, 2010)

Automatic Summarization Using Terminological and Semantic Resources. - Jorge Vivaldi; Iria da Cunha; Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (LREC, 2010)

Discourse Segmentation for Spanish Based on Shallow Parsing. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Marina Lloberes; Irene Castellón (MICAI (1), 2010)

Évaluation automatique de résumés avec et sans référence. - Juan-Manuel Torres-Moreno; Horacio Saggion; Iria da Cunha; Patricia Velázquez-Morales; Eric SanJuan (TALN (Articles longs), 2010)

Reagrupamiento en familias y lexematización automática independientes del idioma. - Juan-Manuel Torres-Moreno (Inteligencia Artif., 2010)

Solving the Frequency Assignment Problem by Site Availability and Constraint Programming - Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno; Peter Peinl; Philippe Michelon (CoRR, 2010)

Improving Update Summarization by Revisiting the MMR Criterion - Florian Boudin; Juan-Manuel Torres-Moreno; Marc El-Bèze (CoRR, 2010)

E-Gen : traitement automatique d'informations de ressources humaines. - Rémy Kessler; Juan-Manuel Torres-Moreno; Marc El-Bèze (Document Numérique, 2010)

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)

DiSeg: Un segmentador discursivo automático para el español. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Marina Lloberes; Irene Castellón (Proces. del Leng. Natural, 2010)

Summary Evaluation with and without References. - Juan-Manuel Torres-Moreno; Horacio Saggion; Iria da Cunha; Eric SanJuan; Patricia Velázquez-Morales (Polibits, 2010)

On the Development of the RST Spanish Treebank. - Iria da Cunha; Juan-Manuel Torres-Moreno; Gerardo Sierra (Linguistic Annotation Workshop, 2011)

Automatic classification of biomedical texts: Experiments with a hearing loss corpus. - Fatima-Itzel Ronquillo; Conception Perez de Celis; Gerardo Sierra; Iria da Cunha; Juan-Manuel Torres-Moreno (BMEI, 2011)

Automatic Specialized vs. Non-specialized Sentence Differentiation. - Iria da Cunha; M. Teresa Cabré; Eric SanJuan; Gerardo Sierra; Juan-Manuel Torres-Moreno; Jorge Vivaldi (CICLing (2), 2011)

Statistical Summarization at QA@INEX 2011 Track Using Cortex and Enertex Systems. - Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales; Michel Gagnon (INEX, 2011)

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)

The RST Spanish Treebank On-line Interface. - Iria da Cunha; Juan-Manuel Torres-Moreno; Gerardo Sierra; Luis Adrián Cabrera-Diego; Brenda Gabriela Castro Rolón; Juan Miguel Rolland Bartilotti (RANLP, 2011)

Utilisation d'un score de qualité de traduction pour le résumé multi-document cross-lingue (Using translation quality scores for cross-language multi-document summarization). - Stéphane Huet; Florian Boudin; Juan-Manuel Torres-Moreno (TALN (Articles longs), 2011)

A Graph-based Approach to Cross-language Multi-document Summarization. - Florian Boudin; Stéphane Huet; Juan-Manuel Torres-Moreno (Polibits, 2011)

Opinion Detection as a Topic Classification Problem. - Juan-Manuel Torres-Moreno; Marc El-Bèze; Patrice Bellot; Frédéric Béchet (Textual Information Access: Statistical Models, 2012)

A Symbolic Approach for Automatic Detection of Nuclearity and Rhetorical Relations among Intra-sentence Discourse Segments in Spanish. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; M. Teresa Cabré; Gerardo Sierra (CICLing (1), 2012)

Two Statistical Summarizers at INEX 2012 Tweet Contextualization Track. - Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (CLEF (Online Working Notes/Labs/Workshop), 2012)

Extrinsic Evaluation on Automatic Summarization Tasks: Testing Affixality Measurements for Statistical Word Stemming. - Carlos-Francisco Méndez-Cruz; Juan-Manuel Torres-Moreno; Alfonso Medina Urrea; Gerardo Sierra (MICAI (2), 2012)

Beyond Stemming and Lemmatization: Ultra-stemming to Improve Automatic Text Summarization - Juan-Manuel Torres-Moreno (CoRR, 2012)

Artex is AnotheR TEXt summarizer - Juan-Manuel Torres-Moreno (CoRR, 2012)

Condensés de textes par des méthodes numériques - Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales; Jean Guy Meunier (CoRR, 2012)

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)

DiSeg 1.0: The first system for Spanish discourse segmentation. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Marina Lloberes; Irene Castellón (Expert Syst. Appl., 2012)

Erratum to "DiSeg 1.0: The first system for Spanish discourse segmentation" [Expert Systems with Applications 39 (2) (2011) 1671-1678]. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Marina Lloberes; Irene Castellón (Expert Syst. Appl., 2012)

A hybrid approach to managing job offers and candidates. - Rémy Kessler; Nicolas Béchet; Mathieu Roche; Juan-Manuel Torres-Moreno; Marc El-Bèze (Inf. Process. Manag., 2012)

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

LIA@RepLab 2013. - Jean-Valère Cossu; Benjamin Bigot; Ludovic Bonnefoy; Mohamed Morchid; Xavier Bost; Grégory Senay; Richard Dufour; Vincent Bouvier; Juan-Manuel Torres-Moreno; Marc El-Bèze (CLEF (Working Notes), 2013)

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

Ultra-stemming and Statistical Summarization at INEX 2013 Tweet Contextualization Track. - Juan-Manuel Torres-Moreno; Patricia Velázquez-Morales (CLEF (Working Notes), 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)

SegCV : Eficient parsing of résumés with analysis and correction of errors (SegCV : traitement efficace de CV avec analyse et correction d'erreurs) [in French]. - Luis Adrián Cabrera-Diego; Juan-Manuel Torres-Moreno; Marc El-Bèze (TALN (2), 2013)

Search and usage of named conceptual entities in a categorisazion task (Recherche et utilisation d'entités nommées conceptuelles dans une tâche de catégorisation) [in French]. - Jean-Valère Cossu; Juan-Manuel Torres-Moreno; Marc El-Bèze (TALN (2), 2013)

Automatic Text Summarization - Juan-Manuel Torres-Moreno (Wiley, 2014)

Three Statistical Summarizers at CLEF-INEX 2013 Tweet Contextualization Track. - Juan-Manuel Torres-Moreno (CLEF (Working Notes), 2014)

Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums. - Mayeul Mathias; Assema Moussa; Juan-Manuel Torres-Moreno; Fen Zhou 001; Marie-Sylvie Poli; Didier Josselin; Marc El-Bèze; Andréa Carneiro Linhares; Françoise Rigat (FedCSIS, 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)

SIMTEX: An Approach for Detecting and Measuring Textual Similarity based on Discourse and Semantics. - Iria da Cunha; Jorge Vivaldi; Juan-Manuel Torres-Moreno; Gerardo Sierra (Computación y Sistemas, 2014)

A German Corpus for Similarity Detection Tasks. - Juan-Manuel Torres-Moreno; Gerardo Sierra; Peter Peinl (Int. J. Comput. Linguistics Appl., 2014)

Feature selection using Principal Component Analysis for massive retweet detection. - Mohamed Morchid; Richard Dufour; Pierre-Michel Bousquet; Georges Linarès; Juan-Manuel Torres-Moreno (Pattern Recognit. Lett., 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)

Multi-dimensional Reputation Modeling Using Micro-blog Contents. - Jean-Valère Cossu; Eric SanJuan; Juan-Manuel Torres-Moreno; Marc El-Bèze (ISMIS, 2015)

Automatic Classification and PLS-PM Modeling for Profiling Reputation of Corporate Entities on Twitter. - Jean-Valère Cossu; Eric SanJuan; Juan-Manuel Torres-Moreno; Marc El-Bèze (NLDB, 2015)

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

Trivergence of Probability Distributions, at glance. - Juan-Manuel Torres-Moreno (CoRR, 2015)

Un résumeur à base de graphes, indépéndant de la langue. - Juan-Manuel Torres-Moreno; Javier Ramírez 002; Iria da Cunha (CoRR, 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)

Tweet Contextualization using Continuous Space Vectors: Automatic Summarization of Cultural Documents. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Stéphane Huet; Andréa Carneiro Linhares (CLEF (Working Notes), 2016)

Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Irene Castellón; Marina Lloberes (MultiLingMine@ECIR, 2016)

Automatic Text Summarization by Non-topic Relevance Estimation. - Ignacio Arroyo-Fernández; Juan-Manuel Torres-Moreno; Gerardo Sierra; Luis Adrián Cabrera-Diego (KDIR, 2016)

Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. - Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Azucena Montes Rendón; Gerardo Sierra (KDIR, 2016)

Evaluating Multiple Summaries Without Human Models: A First Experiment with a Trivergent Model. - Luis Adrián Cabrera-Diego; Juan-Manuel Torres-Moreno; Barthélémy Durette (NLDB, 2016)

Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (NLDB, 2016)

LIA-RAG: a system based on graphs and divergence of probabilities applied to Speech-To-Text Summarization. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (CoRR, 2016)

Intweetive Text Summarization. - Jean-Valère Cossu; Juan-Manuel Torres-Moreno; Eric SanJuan; Marc El-Bèze (Int. J. Comput. Linguistics Appl., 2016)

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. - Mohamed Morchid; Juan-Manuel Torres-Moreno; Richard Dufour; Javier Ramírez-Rodríguez; Georges Linarès (Int. J. Comput. Linguistics Appl., 2016)

Perfilado de autor multilingüe en redes sociales a partir de n-gramas de caracteres y de etiquetas gramaticales. - Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Azucena Montes Rendón; Gerardo Sierra (Linguamática, 2016)

Creación y clasificación de un corpus criminológico en español usando características lingüísticas superficiales. - Luis-Gil Moreno-Jiménez; Noé Alejandro Castro-Sánchez; Juan-Manuel Torres-Moreno; Luis Adrián Cabrera-Diego; Carlos-Emiliano González-Gallardo; Alberto Iturbe Herrera; Kenia Nieto-Benitez; Arturo Michel Gómez Flores (Res. Comput. Sci., 2016)

Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno (CLEF, 2017)

Microblog Contextualization using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (CLEF (Working Notes), 2017)

Extension des mesures textuelles d'informativité à l'évaluation de l'intérêt potentiel d'un passage. - Carlos E. González-Gallardo; Eric SanJuan-Ibekwe; Juan-Manuel Torres-Moreno (EDA, 2017)

Quality of Experience for Personalized Sightseeing Tours: Studies and Proposition for an Evaluation Method. - Mayeul Mathias; Camille Béguin; Juan-Manuel Torres-Moreno; Didier Josselin; Delphine Picolot; Fen Zhou 001; Marie-Sylvie Poli (ICCSA (3), 2017)

Criminal Events Detection in News Stories Using Intuitive Classification. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Noé Alejandro Castro-Sánchez; Alondra Nava-Zea; Gerardo Sierra (MICAI (2), 2017)

Systèmes du LIA à DEFT'13. - Xavier Bost; Ilaria Brunetti; Luis Adrián Cabrera-Diego; Jean-Valère Cossu; Andréa Carneiro Linhares; Mohamed Morchid; Juan-Manuel Torres-Moreno; Marc El-Bèze; Richard Dufour (CoRR, 2017)

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)

Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan. - Iria da Cunha; Eric SanJuan; Juan-Manuel Torres-Moreno; Irene Castellón (CoRR, 2017)

Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases. - Elvys Linhares Pontes; Thiago Gouveia da Silva; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno; Stéphane Huet (CoRR, 2017)

A German Corpus for Text Similarity Detection Tasks. - Juan-Manuel Torres-Moreno; Gerardo Sierra; Peter Peinl (CoRR, 2017)

Personalized sightseeing tours: a model for visits in art museums. - Mayeul Mathias; Fen Zhou 001; Juan-Manuel Torres-Moreno; Didier Josselin; Marie-Sylvie Poli; Andréa Carneiro Linhares (Int. J. Geogr. Inf. Sci., 2017)

Genex+, a Semantic-based Automatic Extractor of Examples Applied to Bilingual Terms. - Jorge Lázaro; Juan-Manuel Torres-Moreno; Gerardo Sierra; M. Teresa Cabré; Andrés Torres (Res. Comput. Sci., 2017)

Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks. - Carlos-Emiliano González-Gallardo; Elvys Linhares Pontes; Fatiha Sadat; Juan-Manuel Torres-Moreno (ACLING, 2018)

Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING'18 TRAC-1. - Ignacio Arroyo-Fernández; Dominic Forest; Juan-Manuel Torres-Moreno; Mauricio Carrasco-Ruiz; Thomas Legeleux; Karen Joannette (TRAC@COLING 2018, 2018)

Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique. - Carlos-Emiliano González-Gallardo; Malek Hajjem; Eric SanJuan; Juan-Manuel Torres-Moreno (CORIA, 2018)

Predicting Personalized Academic and Career Roads: First Steps Toward Multi-Uses Recommender Systems. - Alexandre Nadjem; Juan-Manuel Torres-Moreno; Marc El-Bèze; Guillaume Marrel; Benoît Bonte (DTUC, 2018)

A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task. - Elvys Linhares Pontes; Juan-Manuel Torres-Moreno; Stéphane Huet; Andréa Carneiro Linhares (LREC, 2018)

WiSeBE: Window-Based Sentence Boundary Evaluation. - Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno (MICAI (2), 2018)

A Multilingual Study of Compressive Cross-Language Text Summarization. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno (MICAI (2), 2018)

An Integrated AMIS Prototype for Automated Summarization and Translation of Newscasts and Reports. - Michal Grega; Kamel Smaïli; Mikolaj Leszczuk; Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Elvys Linhares Pontes; Dominique Fohr; Odile Mella; Mohamed Menacer; Denis Jouvet (MISSI, 2018)

Cross-Lingual Speech-to-Text Summarization. - Elvys Linhares Pontes; Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno; Stéphane Huet (MISSI, 2018)

A First Summarization System of a Video in a Target Language. - Kamel Smaïli; Dominique Fohr; Carlos-Emiliano González-Gallardo; Michal Grega; Lucjan Janowski; Denis Jouvet; Artur Komorowski; Arian Kozbial; David Langlois 001; Mikolaj Leszczuk; Odile Mella; Mohamed Amine Menacer; et al. (MISSI, 2018)

A Proposed Methodology for Subjective Evaluation of Video and Text Summarization. - Begoña García Zapirain; Cristian Castillo; Aritz Badiola; Sofia Zahia; Amaia Méndez; David Langlois 001; Denis Jouvet; Juan-Manuel Torres-Moreno; Mikolaj Leszczuk; Kamel Smaïli (MISSI, 2018)

Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (NLDB, 2018)

DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en Île de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in Île de France Region ). - Patrick Paroubek; Cyril Grouin; Patrice Bellot; Vincent Claveau; Iris Eshkol-Taravella; Amel Fraisse; Agata Jackiewicz; Jihen Karoui; Laura Monceaux; Juan-Manuel Torres-Moreno (CORIA-TALN-RJC (DeFT), 2018)

Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. - Elvys Linhares Pontes; Stéphane Huet; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno (CORIA-TALN-RJC (TALN 2), 2018)

Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming. - Elvys Linhares Pontes; Stéphane Huet; Thiago Gouveia da Silva; Andréa Carneiro Linhares; Juan-Manuel Torres-Moreno (TextGraphs@NAACL-HLT, 2018)

Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. - Carlos-Emiliano González-Gallardo; Juan-Manuel Torres-Moreno (CoRR, 2018)

SummTriver: A new trivergent model to evaluate summaries automatically without human references. - Luis Adrián Cabrera-Diego; Juan-Manuel Torres-Moreno (Data Knowl. Eng., 2018)

Audio Summarization with Audio Features and Probability Distribution Divergence. - Carlos-Emiliano González-Gallardo; Romain Deveaud; Eric SanJuan; Juan-Manuel Torres-Moreno (CICLing (2), 2019)

Detecting new word meanings: a comparison of word embedding models in Spanish. - Andrés Torres Rivera; Juan-Manuel Torres-Moreno (CORIA, 2019)

Extractive Text-Based Summarization of Arabic Videos: Issues, Approaches and Evaluations. - Mohamed Amine Menacer; Carlos-Emiliano González-Gallardo; Karima Abidi; Dominique Fohr; Denis Jouvet; David Langlois 001; Odile Mella; Fatiha Sadat; Juan-Manuel Torres-Moreno; Kamel Smaïli (ICALP, 2019)

Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005). - Marc El-Bèze; Juan-Manuel Torres-Moreno; Frédéric Béchet (CoRR, 2019)

RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity. - Alfonso Medina Urrea; Juan-Manuel Torres-Moreno (CoRR, 2019)

Unsupervised sentence representations as word information series: Revisiting TF-IDF. - Ignacio Arroyo-Fernández; Carlos-Francisco Méndez-Cruz; Gerardo Sierra; Juan-Manuel Torres-Moreno; Grigori Sidorov (Comput. Speech Lang., 2019)

Ranking résumés automatically using only résumés: A method free of job offers. - Luis Adrián Cabrera-Diego; Marc El-Bèze; Juan-Manuel Torres-Moreno; Barthélémy Durette (Expert Syst. Appl., 2019)

Summarizing videos into a target language: Methodology, architectures and evaluation. - Kamel Smaïli; Dominique Fohr; Carlos-Emiliano González-Gallardo; Michal Grega; Lucjan Janowski; Denis Jouvet; Arian Kozbial; David Langlois 001; Mikolaj Leszczuk; Odile Mella; Mohamed Amine Menacer; Amaia Méndez; et al. (J. Intell. Fuzzy Syst., 2019)

Extracción semiautomática de metadatos en documentos no estructurados utilizando procesamiento de lenguaje natural y propiedades tipográficas. - Alberto Iturbe Herrera; Azucena Montes Rendón; Juan-Manuel Torres-Moreno; Gerardo Eugenio Sierra Martínez; Noé Alejandro Castro-Sánchez; Juan Gabriel González Serna (Res. Comput. Sci., 2019)

FLE: A Fuzzy Logic Algorithm for Classification of Emotions in Literary Corpora. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Hanifa Boucheneb; Roseli Suzi Wedemann (KDIR, 2020)

Enhancing Job Searches in Mexico City with Language Technologies. - Gerardo Eugenio Sierra Martínez; Gemma Bel-Enguix; Helena Gómez-Adorno; Juan-Manuel Torres-Moreno; Tonatiuh Hernández-García; Julio V. Guadarrama-Olvera; Jesús-Germán Ortiz-Barajas; Ángela María Rojas; Tomas Damerau; Soledad Aragón Martínez (LT4Gov@LREC, 2020)

Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection - 19th Mexican International Conference on Artificial Intelligence. - Helena Gómez-Adorno; Gemma Bel-Enguix; Gerardo Sierra; Juan-Manuel Torres-Moreno; Renata Martinez; Pedro Serrano (MICAI (2), 2020)

Literary Natural Language Generation with Psychological Traits. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (NLDB, 2020)

Visual Simplified Characters' Emotion Emulator Implementing OCC Model. - Ana Lilia Laureano-Cruces; Laura Hernández-Domínguez; Martha Mora-Torres; Juan-Manuel Torres-Moreno; Jaime Enrique Cabrera-López (CoRR, 2020)

Predicting Personalized Academic and Career Roads: First Steps Toward a Multi-Uses Recommender System. - Alexandre Nadjem; Juan-Manuel Torres-Moreno; Marc El-Bèze; Guillaume Marrel; Benoît Bonte (CoRR, 2020)

Generación automática de frases literarias en español. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (CoRR, 2020)

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

Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding). - Carlos-Emiliano González-Gallardo; Eric SanJuan; Juan-Manuel Torres-Moreno (CoRR, 2020)

Automatic Discourse Segmentation: Review and Perspectives. - Iria da Cunha; Juan-Manuel Torres-Moreno (CoRR, 2020)

LiSSS: A toy corpus of Literary Spanish Sentences Sentiment for Emotions Detection. - Juan-Manuel Torres-Moreno; Luis-Gil Moreno-Jiménez (CoRR, 2020)

LiSSS: A New Corpus of Literary Spanish Sentences for Emotions Detection. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno (Computación y Sistemas, 2020)

A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Thiago Gouveia da Silva; Andréa Carneiro Linhares (Computación y Sistemas, 2020)

Evaluating Text Summaries using Divergences of the Probability Distribution. - Juan-Manuel Torres-Moreno; Ligia Quintana-Torres; Porfirio Toledo Hernández (Computación y Sistemas, 2020)

Compressive approaches for cross-language multi-document summarization. - Elvys Linhares Pontes; Stéphane Huet; Juan-Manuel Torres-Moreno; Andréa Carneiro Linhares (Data Knowl. Eng., 2020)

Generación automática de frases literarias. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann; Eric SanJuan (Linguamática, 2020)

Generación de frases literarias: un experimento preliminar. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (Proces. del Leng. Natural, 2020)

MegaLite-2: An Extended Bilingual Comparative Literary Corpus. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno (SAI (1), 2021)

LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features. - Rodrigo Cuéllar-Hidalgo; Julio de Jesús Guerrero-Zambrano; Dominic Forest; Gerardo Reyes Salgado; Juan-Manuel Torres-Moreno (CoRR, 2021)

A Preliminary Study for Literary Rhyme Generation based on Neuronal Representation, Semantics and Shallow Parsing. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (CoRR, 2021)

Estudio de hiperparámetros de modelos neuronales en la generación de frases literarias. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Carlos-Emiliano González-Gallardo; Roseli Suzi Wedemann (Res. Comput. Sci., 2021)

Disaster Protection in Inter-DataCenter Networks Leveraging Cooperative Storage. - Yuanhao Liu; Fen Zhou 001; Cao Chen; Zuqing Zhu; Tao Shang; Juan-Manuel Torres-Moreno (IEEE Trans. Netw. Serv. Manag., 2021)

MegaLitePT: A Corpus of Literature in Portuguese for NLP. - Igor Morgado; Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (BRACIS (2), 2022)

Power-efficient and Distance-adaptive Disaster Protection for Service Function Chain Provisioning. - Yuanhao Liu; Fen Zhou 001; Tao Shang; Juan-Manuel Torres-Moreno (GLOBECOM, 2022)

On Flow-based Directed p-Cycle Design in Elastic Optical Networks. - Yuanhao Liu; Fen Zhou 001; Michal Pióro; Tao Shang; Juan-Manuel Torres-Moreno; Abderrahim Benslimane (ISCC, 2022)

Latent semantic analysis for tagging activation states and identifiability in northwestern Mexican news outlets. - Manuel-Alejandro Sánchez-Fernández; Alfonso Medina Urrea; Juan-Manuel Torres-Moreno (J. Intell. Fuzzy Syst., 2022)

Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared Task. - Gemma Bel-Enguix; Gerardo Sierra; Helena Gómez-Adorno; Juan-Manuel Torres-Moreno; Jesús-Germán Ortiz-Barajas; Juan Vásquez (Proces. del Leng. Natural, 2022)

Automatic generation of paragraph templates using a Textual Energy approach: - Applications in Literary Text production. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno (FLAIRS, 2023)

Automatic Generation of Literary Sentences in French. - Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi Wedemann (Algorithms, 2023)

Disaster Protection for Service Function Chain Provisioning in EO-DCNs. - Yuanhao Liu; Fen Zhou 001; Tao Shang; Juan-Manuel Torres-Moreno (IEEE Trans. Netw. Serv. Manag., 2023)

Réduction de la dimensionnalité des embeddings au moyen des ensembles approximatifs. - Martha Lorena Avendaño-Garrido; Juan-Manuel Torres-Moreno; Javier Ramírez-Rodríguez (CORIA, 2024)

Automatic Text Summarization Based on Transportation Network and Word Mover's Distances Embeddings: A Toy Experiment. - Judith-Agueda Roldán-Ahumada; Martha Lorena Avendaño-Garrido; Juan-Manuel Torres-Moreno (MICAI (2), 2024)

π-yalli: un nouveau corpus pour le nahuatl. - Juan-Manuel Torres-Moreno; Juan José Guzmán-Landa; Graham Ranger; Martha Lorena Avendaño-Garrido; Miguel Figueroa-Saavedra; Ligia Quintana-Torres; Carlos-Emiliano González-Gallardo; Elvys Linhares Pontes; Patricia Velázquez-Morales; Luis-Gil Moreno-Jiménez (CoRR, 2024)

Neural Architecture Comparison for Bibliographic Reference Segmentation: An Empirical Study. - Rodrigo Cuéllar-Hidalgo; Raúl Pinto-Elías; Juan-Manuel Torres-Moreno; Osslan Osiris Vergara-Villegas; Gerardo Reyes Salgado; Andrea Magadán-Salazar (Data, 2024)