Publications / Publicaciones

ORCIDorcid: 0000-0002-4392-1825 DBLP Scopus Google arXiv

Livres / Libros / Books

  1. H Boucheneb, J-M Torres-Moreno. Introduction aux Systèmes d'exploitation, ISBN 978-2-3400-2965-1, Ellipses 2019

  2. J-M Torres-Moreno. Automatic Text Summarization, ISBN 978-1-848-21668-6, Wiley, 2014

  3. J-M Torres-Moreno. Resumé automatique de documents Ed. Hermès, 2011

  4. J-M Torres-Moreno. Métodos numéricos con software en C, ISBN 970-629-303-6, UAM-Azcapotzalco, 1993

Chapitre de livre / Capitulos de libros / Book Chapters

  1. J-M Torres-Moreno, M El-Bèze, P Bellot, F Béchet. Opinion Detection as a Topic Classification Problem. Textual Information Access: Statistical Models, E Gausier, F Yvon (ed). John Wiley, ISBN 978-1848-2132-27, 2013

  2. MT Cabré, I da Cunha, E SanJuan, J-M Torres-Moreno, J Vivaldi. Automatic Specialized vs. Non-specialized Text Differentiation: The Usability of Grammatical Features in a Latin Multilingual Context. Languages for Specific Purposes in the Digital Era, E Bárcena, T Read, J Arús (ed). pp 223-241, Springer, ISBN 978-3-319-02221-5, 2013

  3. S Oger, M Rouvier, N Camelin, R Kessler, F Lefèvre, J-M Torres-Moreno. Système du LIA pour la campagne DEFT2010. Expérimentations et évaluations en fouille de textes: Un panorama des campagnes DEFT, pp 195-211, Hermès, ISBN 978-2746238367, 2012

  4. F Boudin, J-M Torres-Moreno A Maximization-Minimization Approach for Update Summarization.. In Current Issues in Linguistic Theory: Recent Advances in Natural Language Processing V, Nicolov, N, Galia A and Ruslan M (eds.), 143–154, 2009.

  5. J-M Torres-Moreno, M El-Bèze, P Bellot, F Béchet, Peut on voir la détection d'opinions comme un problème de classification thématique?. Modèles statistiques pour l'accès à l'information textuelle, Eric Gausier, François Yvon (eds.), 40pp, 2009.

Articles indexés / Articulos / Journal Publications JCR

  1. J-M Torres-Moreno, L Quintana, P Toledo. Evaluating Text Summaries using Divergences of the Probability Distribution, Computacion y Sistemas (CyS) Journal, 24(4):--, accepted 2020

  2. L Moreno, J-M Torres-Moreno. LiSSS: a new multi-annotated multi-emotional corpus of Literary Spanish Sentences, Computacion y Sistemas (CyS) Journal, 24(3}:1139--1147, 2020

  3. L Moreno, J-M Torres-Moreno, R Wedemann. Generacion de frases literarias: un experimento preliminar | Generation of Literary Sentences: a Preliminary Approach, Procesamiento de Lenguaje Natural, 65:29--36, 2020

  4. L Moreno, J-M Torres-Moreno, E SanJuan, R Wedemman. Generación automática de frases literarias, Linguamática, 12(1), accepté 2020

  5. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. Compressive Approaches for Cross-Language Multi-Document Summarization, Data & Knowledge Engineering, 125, 2020.

  6. E Linhares, S Huet, J-M Torres-Moreno, TG da Silva, A Linhares. A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming, Computacion y Sistemas (CyS) Journal, 24(2):897-915, 2020

  7. K Smaili, D Fohr, CE González, M Grega, L Janowski, D Jouvet, A Kozbial, D Langlois, M Leszczuk, O Mella, M Menacer, A Mendez, E Linhares, E SanJuan, J.M. Torres-Moreno, B Garcia. Summarizing videos into a target language: methodology, architectures and evaluation, Journal of Intelligent & Fuzzy Systems, 38:1-12, 2019

  8. I Arroyo, CF Méndez, G Sierra, J-M Torres-Moreno, G Sidorov. Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF, Computer Speech & Language, 56:107-129, 2019

  9. A Cabrera, M El-Bèze, J-M Torres-Moreno, B. Durette. Ranking Résumés Automatically Using only Résumés: A Method Free of Job Offers, Expert Systems With Applications, 123:91-107, 2019

  10. CE González, E Linhares, F Sadat, J-M Torres-Moreno. Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks, Procedia Computer Science, 142:339–346, 2018

  11. A Cabrera, J-M Torres-Moreno. SummTriver: A New Trivergent Model to Evaluate Summaries Automatically without Human References, Data & Knowledge Engineering, 113:184--197, 2018

  12. M Mathias, F Zhou, J-M Torres-Moreno, D Josselin, MS Poli, A Linhares. Personalized Sightseeing Tours: A model for visits in Art Museums, Int. Journal of Geographical Information Science, 31(3):591--616, 2017

  13. E Ménard, N Khashman, S Kochkina, J-M Torres-Moreno, P Velazquez-Morales, F Zhou, P Jourlin, P Rawat, P Peinl, E Linhares, I Brunetti. A Second Life for TIIARA: From Bilingual to Multilingual!, Knowledge Organization, 43(1):22--34, 2016

  14. CE González, J-M Torres-Moreno, G Sierra. Social Network Multilingual Author Profiling using character and POS n-grams, Linguamática, 8(1):21--29, 2016

  15. A Molina, J-M Torres-Moreno. The Turing Test for Automatic Text Summarization Evaluation, Linguamática, 7(2):45--55, 2015

  16. M Morchid, R Dufour, P-M Bousquet, G Linares, J-M Torres-Moreno. Feature selection using Principal Component Analysis for massive retweet detection, Pattern Recognition Letters, 43:33--39, 2014

  17. I da Cunha, J Vivaldi, J-M Torres-Moreno, G Sierra. SIMTEX: An Approach for Detecting and Measuring Textual Similarity based on Discourse and Semantics, CyS Journal, 18(3):505--516, 2014

  18. R Kessler, N Béchet, M Roche, J-M Torres-Moreno, M El-Bèze. A Hybrid-based Approach to Manage Job Offers and Candidates, Information & Processing Management, 48(6):1124--1135, 2012

  19. I da Cunha, E SanJuan, J-M Torres-Moreno, M Lloberes, I Castellón. DiSeg 1.0: The First System for Spanish Discourse Segmentation, Expert Systems With Applications, 39(2):1671--1678, 2012

  20. E Charton, J-M Torres-Moreno. Automatic Modeling of Logical Connectors by Statistical Analysis of Context, Canadian Journal of Information Science, 35(3):287--307, 2011

  21. I da Cunha, E SanJuan, J-M Torres-Moreno, M Lloberes, I Castellón. DiSeg: an automatic discourse segmenter for Spanish, Procesamiento de Lenguaje Natural, 45:145--152, 2010.

  22. A Molina, I da Cunha, J-M Torres-Moreno, P Velazquez Morales. La compresion de frases: un recurso para la optimizacion de resumen automatico de documentos. Linguamática, 2(3):13--27, 2010

  23. R Kessler, J-M Torres-Moreno, M El-Bèze. E-Gen: Traitement automatique d'informations appliquée aux ressources humaines. Document Numérique, 13(3):95–119, 2010

  24. J-M Torres-Moreno, Reagrupamiento en familias y lexematización automáticas independientes del idioma, Inteligencia Artificial, 14(47):38-53, 2010

  25. I da Cunha, J-M Torres-Moreno, P Velazquez Morales, J Vivaldi, Un algoritmo lingüı́stico-estadı́stico para resumen automático de textos especializados, Linguamática, 2:67-79, 2009

  26. R Kessler, J-M Torres-Moreno, M El-Bèze. Classification automatique de courriers électroniques par des méthodes mixtes d'apprentissage. RSTI-ISI Vol 11 No 2. pp 93-112, 2006.

  27. J-M Torres-Moreno, J C Aguilar, M B. Gordon. The Minimum Number of Errors in the N-Parity and its Solution with an Incremental Neural Network. Neural Processing Letters 16(3):201-210, 2002.

  28. J-M Torres Moreno, M B Gordon. Efficient Adaptive Learning for Classification tasks with Binary Units. Neural Computation 10(4):1007-1030, 1998.

  29. J-M Torres Moreno, M B Gordon. Characterization of the Sonar Signals Benchmark. Neural Processing Letters 7(1):1-4, 1998.

  30. A Buhot, J-M Torres Moreno, M B Gordon. Finite size scaling of the Bayesian perceptron. Physical Review E55(6):7434-7440, 1997.

Revues internationales avec comité de lecture | International Journal

  1. A Iturbe, A Montes, J-M Torres-Moreno, G Sierra, N Castro, J González. Semiautomatic metadata extraction from unstructured documents using Natural Language Processing and typographic text properties. Research in Computing Science (RCS), 148(7):331-345, 2019

  2. CE González, E SanJuan, J-M Torres-Moreno. Extending Text Informativeness measures to Passage Interestingness evaluation: Language Model vs Word Embbedding representation, Int Journal of Computational Linguistics and Applications (IJCLA), 10(1), 2019 | arXiv:2004.06747v1 [cs.IR], 2020

  3. J Lázaro, J-M Torres-Moreno, G Sierra, T Cabré, A Torres. Genex+, a Semantic-based Automatic Extractor of Examples Applied to Bilingual Terms. RCS, 145:51--67, 2017

  4. M Morchid, J-M Torres-Moreno, J Ramirez, R Dufour, G Linarès. Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. IJCLA, 7(2):87--109, 2016

  5. J-V Cossu, J-M Torres-Moreno, E SanJuan, M El-Bèze. Intweetive Text Summarization. IJCLA, 7(1) :67–83, 2016 | arXiv:2001.11382 [cs.CL], 2020

  6. L Moreno, N Castro, J-M Torres-Moreno, A Cabrera, CE González, A Iturbe, K Nieto, A Gómez. Creación y clasificación de un corpus criminológico en español usando características lingüísticas superficiales. RCS, 124:109--119, 2016

  7. R Abascal, J-V Cossu, A Molina, J-M Torres-Moreno. Anotación automática de datos acerca de la reputación de los políticos en redes sociales. RCS, 97:81--99, 2015

  8. J-V Cossu, R Abascal, A Molina, J-M Torres-Moreno, E SanJuan. Bilingual and Cross Domain Politics Analysis. RCS, 85:9--19, 2014

  9. J-M Torres-Moreno, G Sierra, P Peinl. A German Corpus for Similarity Detection Tasks. IJCLA, 5(2):9--24, 2014

  10. F Boudin, S Huet, J-M Torres-Moreno. A Graph-Based Approach to Cross-Language Multi-Document Summarization, Polibits, 43:113--118, 2011

  11. J-M Torres-Moreno, H Saggion, I da Cunha, P Velazquez-Morales, E SanJuan. Summary Evaluation With and Without References, Polibits, vol. 42, 2010, pp 13-19, 2010.

Revues nationales / National Journal Publications

  1. CE González, E SanJuan, J-M Torres-Moreno. Extension des mesures textuelles d'informativité à l'évaluation de l'intérêt potentiel d'un passage. EDA RNTI B:165--166, 2017

  2. A Linhares, J-M Torres-Moreno, P Peinl, P Michelon. Solving the Frequency Assignment Problem by Site Availability and Constraint Programming. RTIC 1(2):41--46, 04/2012 / arXiv:1001.1093v1 [math.OC], 2010

  3. J Vivaldi, I da Cunha, P Velazquez Morales, J-M Torres-Moreno, Generacio automàtica de resums de textos especialitzats : experimentacions en llengua catalana. Terminàlia, (1), 2010

  4. M El-Bèze, J-M Torres-Moreno et Frédéric Béchet. Un duel probabiliste pour départager deux Présidents, Défi fouille de textes, T10 Reconnaissance automatique des auteurs de discours, RNTI E(10):1889-1918, 2007.

  5. J-M Torres-Moreno, Jean-Guy Meunier and Patricia Velazquez. Condensés et résumés automatiques de textes par des méthodes numériques. Lexicometrica (www.cavi.univ-paris3.fr/lexicometrica)

  6. J-M Torres-Moreno. Internet en el consultorio: comentario. Revisiones bibliograficas para el Médico General. Facultad de Medicina, 5:5, 41--42, Mexico, 2000.

  7. J-M Torres-Moreno, El método de Montante. En línea Revista de Computación y Electrónica. UAM México 2:743-745, 1993.

  8. J-M Torres-Moreno, Redes neuronales constructivas que aprenden mientras crecen. Soluciones Avanzadas. Tecnologías de Información y Estrategias de Negocios, México, 7:63, 50--56

Preprints arXiv non publiés ailleurs

  1. J-M Torres-Moreno, L Moreno. LiSSS: A toy corpus of Literary Spanish Sentences Sentiment for Emotions Detection. arXiv:2005.08223 [cs.CL], 2020

  2. R Saksik, A Molina, A Linhares, J-M Torres-Moreno. Automatic Discourse Segmentation: an evaluation in French. arXiv:2002.04095 [cs.CL], 2020

  3. L Moreno, J-M Torres-Moreno, R Wedemann. Generación automática de frases literarias en español. arXiv:2001.11381 [cs.CL], 2020

  4. A Medina, J-M Torres-Moreno. RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity. arXiv:1912.09558v2 [cs.CL], 2019

  5. I Arroyo, CF Méndez, G Sierra, J-M Torres-Moreno, G Sidorov. Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF. arXiv:1710.06524 [cs.CL], 2017

  6. J-M Torres-Moreno. Trivergence of Probability Distributions, at glance. arXiv:1506.06205 [cs.IT], 2015

  7. J-V Cossu, M El-Bèze, J-M Torres-Moreno, E SanJuan. E-reputation monitoring on Twitter with active learning automatic annotation. hal-01002818, 2014

  8. A Molina, J-M Torres-Moreno, I da Cunha, E SanJuan, G Sierra. Sentence Compression in Spanish driven by Discourse Segmentation and Language Models. arXiv:1212.3493v2 [cs.CL], 2012

  9. J-M Torres-Moreno. Artex is AnotheR TEXt Summarizer. arXiv:1210.3312 [cs.IR], 2012

  10. J-M Torres-Moreno. Beyond Stemming and Lemmatization: Ultra-stemming to Improve Automatic Text Summarization. arXiv:1209.3126 [cs.IR], 2012

  11. F Boudin, J-M Torres-Moreno, M El-Bèze. Improving Update Summarization by Revisiting the MMR Criterion. arXiv:1004.3371v1 [cs.IR], 2010

  12. J-M Torres-Moreno, P-L St-Onge, M Gagnon, M El-Bèze, P Bellot. Automatic Summarization System coupled with a Question-Answering System (QAAS). arXiv:0905.2990 v1 [cs.IR], 2009

  13. J-M Torres Moreno and Mirta B. Gordon, An optimal linear separator for the Sonar Signals Classification task. arXiv:0906.0470, 2009

  14. J-M Torres-Moreno, L Bougrain, F Alexandre. Combining Supervised and Unsupervised Learning for GIS Classification. arXiv:0905.2347v1 [cs.LG], 2009

  15. F Boudin, P Velazquez-Morales, J-M Torres-Moreno. Statistical Automatic Summarization in Organic Chemistry. arXiv:0905.1130v1 [cs.IR], 2009

  16. J-M Torres Moreno, M.B Gordon. Adaptive Learning with Binary Neurons. arXiv:0904.4587 [cs.AI], 2009

Conferences Internationales / Conferencias internacionales

  1. Y Liu, F Zhou, C Chen, Z Zhu, T Shang, J-M Torres-Moreno. Disaster Protection in Inter-DataCenter Networksleveraging Cooperative Storage. IEEE Global Communications Conference (GLOBECOM), pp. 1-6, Dec. 2020

  2. L Moreno, \textbf{J-M Torres-Moreno}. LiSSS: A corpus of Literary Spanish Sentences Sentiment for Emotions Detection. CILCC, accepted, 2020

  3. L Moreno, J-M Torres-Moreno, R Wedemann. Literary Natural Language Generation with Psychological Traits. NLDB, pp 193-204, 2020 | hal-02562195, 2020

  4. CE González, E SanJuan, J-M Torres-Moreno, R Deveaud. Automatic Audio Summarization with Audio Features and Probability Distribution Divergence. CICLing, 2019 | arXiv:2001.07098 [cs.CL], 2020

  5. CE González, J-M Torres-Moreno. WiSeBE: Window-based Sentence Boundary Evaluation. MICAI LNAI 11289, pp 117–127, 2018 | arXiv:1808.08850 [cs.CL], 2018

  6. E Linhares, S Huet, J-M Torres-Moreno. A Multilingual Study of Compressive Cross-Language Text Summarization. MICAI LNAI 11289, pp 106–116, 2018. | arXiv:1810.10639 [cs.CL], 2018

  7. A Nadjem, J-M Torres-Moreno, M El-Beze, G Marrel, B Bonte. Predicting Personalized Academic and Career Roads: First Steps Toward Multi-Uses Recommender Systems. DTUC, pp 1--4, 2018 | arXiv:2001.10613 [cs.CY], 2020

  8. E Linhares, J-M Torres-Moreno, S Huet. Microblog Contextualization: Advantages and Limitations of a Multi-Sentence Compression Approach. CLEF, 2018

  9. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. Cross-Language Text Summarization using Sentence and Multi-Sentence Compression. NLDB, pp 467–479, 2018

  10. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task. LREC, pp 3192–3196, 2018 | hal-01722130, 2018

  11. E Linhares, CE González, J-M Torres-Moreno, S Huet. Cross-Lingual Speech-to-Text Summarization. MISSI vol 833, pp 385–395, 2018

  12. M Grega, K Smaı̈li, M Leszczuk, CE González, J-M Torres-Moreno, E Linhares, D Fohr, O Mella, M Menacer, D Jouvet. An Integrated AMIS Prototype for Automated Summarization and Translation of Newscasts and Reports. MISSI, pp 415–423, 2018

  13. K Smaı̈li, D Fohr, CE González, M Grega, L Janowski, D Jouvet, A Komorowski, A Kozbial, D Langlois, M Leszczuk, O Mella, M Menacer, A Mendez, E Linhares, E SanJuan, D Swist, J.M. Torres-Moreno, B Garcia. A First Summarization System of a Video in a Target Language. MISSI, pp 77–88, 2018

  14. M Ju, F Zhou, S Xiao, J-M Torres-Moreno. Spectrum Shared p-Cycle Design in Elastic Optical Networks with/without Spectrum Conversion Capabilities. NETGCOOP : Network Games, Control & Optimization, pp 147–157, 2017

  15. CE González, J-M Torres-Moreno. Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. ICNLSSP, pp 80–84, 2017 | arXiv:1802.04559 [cs.CL], 2018

  16. L Moreno, J-M Torres-Moreno, N Castro, A Nava, G Sierra. Criminal Events Detection in News Stories Using Intuitive Classification. MICAI LNCS 10633, pp 120–132, 2017

  17. M Mathias, C Béguin, J-M Torres-Moreno, D Josselin, D Picolot, F Zhou, M-S Poli. Quality of Experience for Personalized Sightseeing Tours: Studies and Proposition for an Evaluation Method. Computational Science & Its Applications ICCSA, LNCS 10406, pp 380–395, 2017

  18. CE González, J-M Torres-Moreno, A Montes, G Sierra. Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. KDIR, pp 307–314, 2016 | arXiv:1702.06467 [cs.IR], 2017

  19. I Arroyo, J-M Torres-Moreno, A Cabrera, G Sierra. Automatic Text Summarization by Non-Topic Relevance Estimation. KDIR, pp 89–100, 2016

  20. A Cabrera, J-M Torres-Moreno, B. Durette. Evaluating Multiple Summaries Without Human Models: A First Experiment with a Trivergent Model. NLDB, pp 91--101, 2016

  21. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors. NLDB, pp 440--446, 2016

  22. J-M Torres-Moreno, G Sierra, P Peinl. Design and Test of a Corpus in German Language to Evaluate Text Similarity. CSECS'15, 10pp, 2015

  23. J-V Cossu, E SanJuan, J-M Torres-Moreno, M El-Bèze. Multi-dimensional Reputation Modeling Using Micro-blog Contents. Foundations of Intelligent Systems (ISMIS), pp 452--457 2015

  24. A Cabrera, B Durette, M Lafon, J-M Torres-Moreno, M El-Bèze. How can we measure the similarity between résumés of selected candidates for a job?. DMIN, pp 99--106, 2015

  25. J-V Cossu, E SanJuan, J-M Torres-Moreno, M El-Bèze. Automatic Classification and PLS-PM Modeling for Profiling Reputation of Corporate Entities on Twitter. NLDB, pp 282--289, 2015

  26. M Mathias, A Moussa, J-M Torres-Moreno, F Zhou, M-S Poli, D Josselin, M El-Bèze, A Linhares, F Rigat. Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums. FedCSIS, pp 439--446, 2014 | arXiv:1501.01252 [cs.AI], 2015

  27. A Molina, J-M Torres-Moreno, E SanJuan, G Sierra, J Rojas. Analysis and Transformation of Textual Energy Distribution. MICAI, pp 203--208, 2013

  28. A Molina, E SanJuan, J-M Torres-Moreno. A Turing test to evaluate a complex summarization task. CLEF 2013, Information Access Evaluation. Multilinguality, Multimodality, and Visualization, pp 75--80, 2013

  29. A Molina, J-M Torres-Moreno, I da Cunha, E SanJuan, G Sierra. Discursive Sentence Compression. CICLing, pp 394--407, 2013

  30. J-M Torres-Moreno, P Velazquez-Morales, M Gagnon. Statistical Summarization at QA@INEX 2011 Track Using Cortex and Enertex Systems. INEX, pp 247--256, 2012

  31. CF Méndez, J-M Torres-Moreno, A Medina, G Sierra. Extrinsic Evaluation on Automatic Summarization Tasks: testing Affixality Measurements for Statistical Word Stemming. MICAI, pp 46--57, 2012

  32. JA Careaga, A Medina, J-M Torres-Moreno. A New Cross-Lingua Automatic Summarization Approach Based on Textual Energy. JADT, pp 247--255, 2012

  33. I da Cunha, E SanJuan, J-M Torres-Moreno, M Cabré, G Sierra. A Symbolic Approach for Automatic Detection of Nuclearity and Rhetorical Relations among Intra-sentence Discourse Segments in Spanish. CICLing, pp 462--474, 2012

  34. AL Laureano, L Hernández, M Mora, J-M Torres-Moreno. Visual Simplified Characters' Emotion Emulator Implementing OCC Model. IGCST, 2011 | arXiv: 2001.06190v1 [cs.AI], 2020

  35. A Molina, J-M Torres-Moreno, I da Cunha, E SanJuan, G Sierra, P Velazquez-Morales. Discourse Segmentation for Sentence Compression. Advances in Artificial Intelligence, LNCS 7094, pp 316--327, 2011

  36. I da Cunha, J-M Torres-Moreno, G Sierra. Methodology and development of the first corpus in Spanish annotated with rhetorical relations. XXVII SEPLN, pp 371--379, 2011

  37. FI Ronquillo, C Pérez de Celis, G Sierra, I da Cunha, J-M Torres-Moreno. Automatic classification of biomedical texts: experiments with a hearing loss corpus. ICISP & ICBEI, pp 1674--1679, 2011

  38. I da Cunha, J-M Torres-Moreno, G Sierra, A Cabrera, BG Castro, JM Rolland. The RST Spanish Treebank On-line Interface. RANLP, pp 698--703, 2011

  39. I da Cunha, J-M Torres-Moreno, G Sierra. Aplicaciones lingüísticas del análisis discursivo automático. XII Simp. Int. de Comunicacion Social en el Siglo XXI, Vol. II, pp 919-923, 2011

  40. MT Cabré, I da Cunha, E SanJuan, J-M Torres-Moreno, J Vivaldi, Automatic specialized vs. non-specialized texts differentiation : a first approach, TISLID'10, 2011.

  41. I da Cunha, MT Cabré, E SanJuan, G Sierra, J-M Torres-Moreno, J Vivaldi. Automatic Specialized vs. Non-specialized Sentence Differentiation. CICLing LNCS 6608, pp 266–276, 2011

  42. J-M Torres-Moreno, M Gagnon. The Cortex automatic summarization system at the QA@INEX Track 2010. INEX : comparative evaluation of focused retrieval, LNCS v6932/2010, pp 290–294, 2011

  43. I da Cunha, E SanJuan, J-M Torres-Moreno, M Lloberes, I Castellon, Discourse Segmentation for Spanish Based on Shallow Parsing, MICAI 2010, Part I, LNAI 6437, pp. 13-23, 2010

  44. H Saggion, J-M Torres-Moreno, I da Cunha, E SanJuan, P Velazquez-Morales. Multilingual Summarization Evaluation without Human Models. COLING’10 Beijing (Chine), 2010.

  45. C de Loupy, M Guigan, C Ayache, S Seng, J-M Torres Moreno, A French Human Reference Corpus for multi-documents summarization and sentence compression, LREC, pp 3113--3118, 2010

  46. E Charton, J-M Torres Moreno, NLGbAse : a free linguistic resource for Natural Language Processing systems, LREC, pp 2621--2625, 2010

  47. J Vivaldi, I da Cunha, J-M Torres-Moreno, P Velazquez-Morales, Automatic Summarization Using Terminological and Semantic Resources, LREC, pp 3105--3112, 2010

  48. J-M Torres-Moreno, J Ramirez. REG : un algorithme glouton appliqué au résumé automatique de texte. JADT, v3 pp 1113--1122, Roma, Italia, 9 au 1 Juin 2010

  49. A Molina, G Sierra, J-M Torres-Moreno. La energía textual como medida de distancia en agrupamiento de definiciones. JADT, Roma Italia, pp 215--226, 9 au 1 Juin 2010

  50. Florian Boudin, Juan-Manuel Torres-Moreno, Marc El-Bèze. A Scalable MMR Approach to Sentence Scoring for Multi-Document Update Summarization. COLING, Manchester (UK), pp 23-26, 18-22 August, 2008

  51. F Boudin, J-M Torres-Moreno, P Velazquez-Morales. An efifcient Statistical Approach for Automatic Organic Chemistry Summarization. International Conference on Natural Language Processing (GoTAL), Gothenburg (Sweden), 2008 25-27 August. LNCS 5221 - pp 89-99.

  52. R Kessler, N Béchet, J-M Torres-Moreno, M Roche, M El-Bèze. Job Offer Management: How Improve the Ranking of Candidates. ISMIS, pp 431-441, 18th International Symposium on Methodologies for Intelligent Systems, Prague 2009.

  53. F Boudin, J-M Torres-Moreno, M El-Bèze. Mixing Statistical and Symbolic Approaches for Chemical Names Recognition. CICLing 2008, Haifa (Israel), 2008 17-23 February. The Springer LNCS 4919 - pp 334-349.

  54. F Boudin, M El-Bèze, J-M Torres-Moreno. The LIA Update Summarization system at TAC-2008. Text Analysis Conference 2008, Gaithersburg (USA), 2008 17-19 November.

  55. R Kessler, N Béchet, M Roche, M El-Bèze, J-M Torres-Moreno, Automatic Profiling System for Ranking Candidates Answers in Human Resources, OTM '08: Proceedings of the On the Move to Meaningful Internet Systems, Monterrey 2008, pp 625-634.

  56. E Charton, E SanJuan, J-M Torres-Moreno, Réécriture automatique de phrases par modèle de langage, JADT'08 Lyon, pp 309-317

  57. S Fernandez, S Mandin, J-M Torres-Moreno, P Velazquez, Les systèmes de résumé automatique sont-ils vraiment de mauvais élèves ?, JADT'08 Lyon, pp 469-481

  58. T Waszak et J-M Torres-Moreno, Compression entropique de phrases contrôlée par un perceptron, JADT'08 Lyon, pp 1163-1173

  59. F Boudin, J-M Torres-Moreno. A Cosine Maximization Minimization approach for User Oriented Multi-Document Update Summarization, RANLP 2007, Borovets (Bulgaria), 2007 27-29 September. pp 81-87.

  60. F Boudin, J-M Torres-Moreno. NEO-CORTEX: a performant user-oriented multi document summarization system, CICLing 2007, Mexico DF (Mexico), 2007 18-24 February. LNCS Proceedings 4394, pp 551-562.

  61. R Kessler, J-M Torres-Moreno, M El-Bèze, E-Gen: Automatic Job Offer Processing system for Human Ressources, MICAI 2007, Aguscalientes, Mexique, pp 985-995

  62. S Fernandez, E SanJuan, J-M Torres-Moreno, Textual Energy of Associative Memories: performants applications of ENERTEX algorithm in text summarization and topic segmentation, MICAI 2007, Aguascalientes, Mexique, pp 861-871

  63. I da Cunha, S Fernandez, P Velazquez Morales, J Vivaldi, E SanJuan, J-M Torres Moreno, A new hybrid summarizer based on Vector Space model, Statistical Physics and Linguistics, MICAI 2007, Aguascalientes, Mexique, 872-882

  64. E SanJuan, F Ibekwe-SanJuan, J-M Torres-Moreno, P Velazquez-Morales, Combining Vector Space Model and Multi Word Term Extraction for Semantic Query Expansion, NLDB'07 Paris, LNCS 4592 Springer 2007, 252-263.

  65. F Boudin, B Favre, F Béchet, M El-Bèze, L Gillard, J-M Torres-Moreno. The LIA summarization system at DUC-2007. Document Understanding Conference 2007, Rochester (USA), 2007 26-27 April.

  66. B Favre, F Béchet, P Bellot, F Boudin, M El-Bèze, L Gillard, G Lapalme, J-M Torres-Moreno. The LIA-Thales summarization system at DUC-2006. Document Understanding Conference 2006, New York (USA), 2006 8-9 June.

  67. A Nimaan, P Nocera, J-M Torres-Moreno, Boîte à outils TAL pour des langues peu informatisées : le cas du Somali, JADT'06, pp 693--701, 2006

  68. J-M Torres Moreno, L Bougrain, F Alexandre, Database Classification by Hybrid Method combining Supervised and Unsupervised Learnings, ICANN'03, pp 37-40, Istambul, 2003

  69. J-M Torres-Moreno, P Velázquez-Morales, J-G Meunier, Condensés de textes par des méthodes numériques. JADT'02. IRISA/INRIA, France 2002. ISBN 2-7261-1198XC215 Vol. (2), pp 723-734, A. Morin et P. Sébillot éditeurs

  70. J-M Torres-Moreno, P Velázquez-Morales, J-G Meunier, Classphères : un réseau incrémental pour l'apprentissage non supervisé appliqué à la classification de textes. JADT'00. EPFL, 2000. pp 365-372, M. Rajman & J.-C. Chappelier éditeurs

  71. A Buhot, J-M Torres-Moreno, M.B. Gordon, Numerical simulations of an optimal algorithm for supervised learning. ESANN'97. D Facto publishing, Bruges, Belgique, 1997. pp 151-156

  72. P Peretto, J-M Torres-Moreno, Gordon, M.B., An architecture evolutive coupled with optimal perceptron learning. ESSAN'95. D Facto publishing, Brussels, Belgique, 1995. pp 365-370

  73. A. Assoum, J.M. Torres Moreno, N.E. Radi, R. Velazco, M.B. Gordon, R. Ecoffet. Robustness against single event upsets of digital implementations of neural networks, International Conference on Artificial Neural Networks (ICANN' 95): Industrial Conference - Session 9, Paris, octobre 1995

Conférences nationales avec comité de lecture / Conferencias nacionales

  1. A Torres, J-M Torres-Moreno. Detecting new word meanings: a comparison of word embedding models in Spanish. CORIA, 2019 | arXiv:2001.05285 [cs.CL], 2020

  2. CE González, M Hajjem, E SanJuan, J-M Torres-Moreno. Étude de l'informativité des transcriptions: une approche basée sur le résumé automatique, CORIA, 2018 | arXiv:1809.00994 [cs.CL], 2018

  3. E Linhares, S Huet, J-M Torres-Moreno. Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. TALN, pp 311-319, 2018} | arXiv:1810.10641 [cs.CL], 2018

  4. P Paroubek, C Grouin, P Bellot, V Claveau, I Eshkol-Taravella, A Fraisse, A Jackiewicz, J Karoui, L Monceaux, J-M Torres-Moreno. DEFT2018 : recherche d’information et analyse de sentiments dans des tweets concernant les transports en Île de France. DEFT, pp 219-229, 2018

  5. E Linhares, T Gouveia da Silva, A Linhares, J-M Torres-Moreno, S Huet. Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases. XVI SBPO, pp 2278-2289, 2016 | arXiv:1703.06501 [cs.CL], 2017

  6. E Linhares, A Linhares, J-M Torres-Moreno. SASI: sumarizador automatico de documentos baseado no problema do subconjunto independente de vertices. XV SBPO, pp 2283-2292, 2014

  7. A Cabrera, S Huet, B Jabaian, A Molina, J-M Torres-Moreno, M El-Bèze, B Durette. Algorithmes de classification et d'optimisation: participation du LIA/ADOC à DEFT'14. DEFT, pp 42-53, 2014 | arXiv:1702.06510 [cs.IR], 2017

  8. X Bost, I Brunetti, A Cabrera, J-V Cossu, A Linhares, M Morchid, J-M Torres-Moreno, M El-Bèze, R Dufour. Systèmes du LIA à DEFT'13. TALN/DEFT, pp 41-61, 2013 | arXiv:1702.06478 [cs.CL], 2017

  9. J-V Cossu, J-M Torres-Moreno, M El-Bèze. Search and usage of named conceptual entities in a categorisazion task. TALN, pp 715-722, 2013

  10. A Cabrera, J-M Torres-Moreno, M El-Bèze. SegCV : traitement efficace de CV avec analyse et correction d'erreurs. TALN, pp 707-714, 2013

  11. A Linhares, J-M Torres-Moreno, J Ramirez. Résumé automatique 4-lingue avec un algorithme glouton, ROADEF, 2pp, Troyes, 2013

  12. F Boudin, S Huet, J-M Torres-Moreno. Utilisation d'un score de qualité de traduction pour le résumé multi-document cross-lingue. TALN, pp 99-108, 2011

  13. S Oger, M Rouvier, N Camelin, R Kessler, F Lefèvre, J-M Torres-Moreno. Système du LIA pour la campagne DEFT'10 : datation et localisation d'articles de presse francophones. DEFT, pp 69--83, 2010

  14. J-M Torres-Moreno, H Saggion, I da Cunha, P Velazquez-Morales, E SanJuan. Evaluation automatique de résumés avec et sans références. TALN'10 Montréal, Canada.

  15. G Sierra, J-M Torres-Moreno, A Molina. Regroupement sémantique de définitions en espagnol. EGC/EVALECD, Tunisie, 26 janvier 2010, pp 41-50 | arXiv:1501.04920 [cs.IR], 2015

  16. E Charton, Juan-Manuel Torres-Moreno. Classification encyclopédique en vue d'un étiquetage par entités nommées. TALN 2009 Senlis, France, 24 au 26 Juin 2009, 10p.

  17. F Boudin, J-M Torres-Moreno. Résumé automatique multi-document et indépendance de la langue: une première évaluation en français. TALN 2009 Senlis, France, 24 au 26 Juin 2009, 10p.

  18. S Fernandez, J-M Torres-Moreno. Une approche exploratoire de compression automatique de phrases basée sur des critères thermodynamiques. TALN 2009 Senlis, France, 24 au 26 Juin 2009, 10p.

  19. R Kessler, N Béchet, J-M Torres-Moreno, M Roche, M El-Bèze. Profilage de candidatures assisté par Relevance Feedback. TALN 2009 Senlis, France, 24 au 26 Juin 2009, 10p.

  20. J-M Torres-Moreno, Marc El-Bèze, Frédéric Béchet, Nathalie Camelin, fusion probabiliste appliquée à la détection et classification d'opinions, DEFT09, Paris, France, 22 juin 2009, 15p.

  21. S Fernandez, E SanJuan, J-M Torres-Moreno. Résumés de texe par extraction de phrases, algorithmes de graphe et énergie textuelle. XVI èmes rencontres de la Société Francophone de Classification, Grenoble 2-4 sep. 2009, pp 101--104.

  22. Vidrequin Cédric, Torres-Moreno Juan-Manuel, Schneider Jean-Jacques, El-Bèze Marc, Extraction automatique d'informations à partir de micro-textes non structurés, TALN 2008 Avignon, pp 59-68.

  23. S Fernandez, E SanJuan, J-M Torres-Moreno, Enertex : un système basé sur l'énergie textuelle, TALN 2008 Avignon, pp 99--108.

  24. R Kessler, J-M Torres-Moreno, M El-Bèze, E-Gen: Profilage automatique de candidatures, TALN 2008 Avignon, pp 370-379

  25. F Béchet, M El-Bèze, J-M Torres-Moreno, En finir avec la confusion des genres pour mieux séparer les thèmes, DEFT'08, Avignon, France, pp 161-170.

  26. J-M Torres-Moreno, M El-Bèze, F Béchet, N Camelin, Comment faire pour que l'opinion forgée à la sortie des urnes soit la bonne ? Application au défi DEFT 2007, Plate-forme AFIA 2007 DEFT07 Grenoble, pp 119-133.

  27. C Vidrequin, J-M Torres Moreno, J-J Schneider, M El-Bèze. Génération et enrichissement automatique de listes de patrons de phrases pour les moteurs de questions-réponses. EGC RNTI (E9) :207–208, 2007

  28. S Fernandez, E SanJuan, J-M Torres-Moreno, Energie textuelle de mémoires associatives, TALN'07 Vol 1, pp 25-34, 2007

  29. M El-Bèze, J-M Torres-Moreno, F Béchet, Peut-on rendre automatiquement à César ce qui lui appartient ? Application au jeu du Chirand-Mitterrac, DEFT 05 TAL/RECITAL vol 2 pp 125-134, France, 2005

  30. R Kessler, J-M Torres Moreno, M El-Bèze, Classification thématique de courriel par des méthodes d'apprentissage supervisé, non supervisée et semi-supervisée, VSST'04, pp 493-504, Toulouse, 2004

  31. J-M Torres-Moreno, P Velázquez-Morales, J-G Meunier, Cortex : un algorithme pour la condensation automatique des textes. ARCo 2001. La cognition entre individu et société ARCo 2001. Hélène Paugam-Moissy, Vincent Nyckees, Josiane Caron-Pargue (eds), Lyon, Décembre 2001, Hermès Science ISBN 2-746203588 France. pp 365 + vol 2. ISC-Lyon, pp 65-5

  32. J-M Torres-Moreno, M.B. Gordon, Classification par apprentissage : une étude comparative. Journées Françaises d'Apprentissage JFA/JAVA/JAC'96. D Facto publishing. Sète, France, 1996. pp. 338-341

  33. H Moissy-Paugam, R Baron, M.B. Gordon,J-M Torres-Moreno, Etude comparative de trois algorithmes d'apprentissage sur un problème de classification. Journées Françaises d'Apprentissage JFA/JAVA/JAC'96. D Facto publishing. Sète, France, 1996. pp. 275-287

  34. M.B. Gordon, J-M Torres-Moreno, Application de l'algorithme incrémental Monoplan à deux problèmes de classification. NSI'96. 8èmes Journées Neurosciences et Sciences de l'Ingénieur. INJEP Marly-le-Roi, 6-9 mai 1996, pp. France, 1996. pp. 185-188

Ateliers / Talleres / Workshop Publications

  1. G Sierra, G Bel-Enguix, H Gómez, J-M Torres-Moreno, T Hernández, J Guadarrama, J Ortiz, Á Rojas, T Damerau, S Aragón. Enhancing Job Searches in Mexico City with Language Technologies. LT4Gov LREC, pp 15--21, 2020

  2. I Arroyo, D Forest, J-M Torres-Moreno, M Carrasco, T Legeleux, K Joannette. Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING'18 TRAC-1. Trolling, Aggression and Cyberbullying, pp 140--149, 2018

  3. E Linhares, S Huet, A Linhares, J-M Torres-Moreno. Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming. NAACL-HLT TextGraphs, pp 18--27, 2018

  4. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. Microblog Contextualization using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents, CLEF CMC, 2017

  5. E Linhares, S Huet, J-M Torres-Moreno, A Linhares. Tweet Contextualization using Continuous Space Vectors: Automatic Summarization of Cultural Documents, CLEF CMC, pp 1238--1245, 2016

  6. I da Cunha, E SanJuan, J-M Torres-Moreno, I Castellon, M Lloberes. Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan, MultiLingMine@ECIR, pp 36--45, 2016

  7. J-V Cossu, R Abascal, A Molina, J-M Torres-Moreno, E SanJuan. Machine Learned Annotation of tweets about politicians' reputation during Presidential Elections: the cases of Mexico and France, IJCAI Workshop on Adaptive NLP, 2015

  8. E Linhares, J-M Torres-Moreno, A Linhares. LIA-RAG: a system based on graphs and divergence of probabilities applied to speech-to-text summarization, MultiLing, 2015 | arXiv:1601.07124 [cs.CL], 2017

  9. R Saksik, A Molina, J-M Torres-Moreno, A Linhares, J Lázaro. Towards a multilingual discourse segmenter. Pragmatic markers, Discourse markers and Modal particles, 2014

  10. J-M Torres-Moreno. Three Statistical Summarizers at CLEF-INEX 2013 Tweet Contextualization Trak. CLEF, pp 565--573, 2014

  11. J-V Cossu, B Bigot, L Bonnefoy, M Morchid, X Bost, G Senay, R Dufour, V Bouvie, J-M Torres-Moreno, M El-Bèze. LIA@RepLab 2013. An evaluation campaign for Online Reputation Management Systems, CLEF 2013

  12. R Saksik, A Molina, A Linhares, J-M Torres-Moreno. Segmentaçao discursiva automatica: uma avaliaçao preliminar em francês. IV Workshop A RST e os Estudos do Texto -- STIL, pp 50-58, 2013

  13. J-V Cossu, J Gaillard, J-M Torres-Moreno, M El-Bèze. Contextualisation de messages courts : l'importance des métadonnées. Atelier Contextualisation de messages courts/EGC'13, pp 37-46, 2013

  14. F-I Ronquillo, C Pérez, G Sierra, I da Cunha, J-M Torres-Moreno. Multicategorización de documentos sobre anomalías fenotípicas: la hipoacusia como caso de estudio. VIII Workshop BDDM, pp 999-1008, 2011

  15. E Galani, TA Pardo, I da Cunha, J-M Torres-Moreno, E SanJuan. DiZer 2.0 -- An Adaptable On-line Discourse Parser. III Workshop A RST e os Estudos do Texto -- STIL, pp 1--17, 2011

  16. BG Castro, G Sierra, J-M Torres-Moreno, I da Cunha. El discurso y la semántica como recursos para la detección de similitud textual. III Workshop A RST e os Estudos do Texto -- STIL, pp 30--42, 2011

  17. I da Cunha, J-M Torres-Moreno, G Sierra. On the Development of the RST Spanish Treebank. 5th Linguistic Annotation Workshop, ACL LAW Workshop, pp 1--10, 2011

  18. J-M Torres-Moreno, M Gagnon. The Cortex automatic summarization system at the QA@-INEX track 2010. Workshop INEX@QA'10, pp 228--233, 2010

  19. I da Cunha, J-M Torres-Moreno. Automatic Discourse Segmentation: Review and Perspectives. Workshop African HLT, 2010 | arXiv:2005.00468 [cs.CL], 2020

  20. J-M Torres-Moreno, J Ramirez, I da Cunha. Un resumeur à base de graphes, indépendant de la langue. Workshop African HLT, 2010 | arXiv:1501.01243 [cs.CL], 2015

  21. A Assoum, J.-M. Torres Moreno, N.-E. Radi, R. Ecoffet, R. Velazco, Robustness of hardware implementations of artificial neural networks: a case studied, 1st On-Line testing Workshop, Nice, 3-6 juillet 1995.

HDR et Thèse / HDR y tesis

Rapports et d'autres publications / Reportes y otras publicaciones

Preprints arXiv

References BIBTeX
Coordonnées :
Juan-Manuel Torres Moreno
Laboratoire Informatique d'Avignon / Université d'Avignon
BP 1228, 84911 Avignon Cedex 9, FRANCE
Télécopie : (+33) 04 90 84 35 01
juan [-] manuel [dot] torres [at] univ-avignon [dot] fr