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Juan-Manuel Torres-Moreno

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affiliation: University of Avignon, Avignon Computer Laboratory (LIA)

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Books and Theses

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2014
[b3]
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Juan-Manuel Torres-Moreno:
Automatic Text Summarization. Wiley 2014, ISBN 978-1-848-21668-6, pp. 1-320
2007
[b2]
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Juan-Manuel Torres-Moreno:
Du textuel au numérique : analyse et classification automatiques. (From text to digital: automatic analysis and classification). University of Avignon, France, 2007
1997
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Juan-Manuel Torres-Moreno:
Apprentissage et généralisation par des réseaux de neurones : étude de nouveaux algorithmes constructifs. (Machine learning and generalization by Neural Networks: new constructive algorithms). Grenoble Institute of Technology, France, 1997

Journal Articles

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2024
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Rodrigo Cuéllar-Hidalgo, Raúl Pinto-Elías, Juan-Manuel Torres-Moreno, Osslan Osiris Vergara-Villegas, Gerardo Reyes Salgado, Andrea Magadán Salazar:
Neural Architecture Comparison for Bibliographic Reference Segmentation: An Empirical Study. Data 9(5): 71 (2024)
2023
[j42]
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
Automatic Generation of Literary Sentences in French. Algorithms 16(3): 142 (2023)
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Yuanhao Liu, Fen Zhou, Tao Shang, Juan-Manuel Torres-Moreno:
Disaster Protection for Service Function Chain Provisioning in EO-DCNs. IEEE Trans. Netw. Serv. Manag. 20(3): 2356-2369 (2023)
2022
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Manuel-Alejandro Sánchez-Fernández, Alfonso Medina Urrea, Juan-Manuel Torres-Moreno:
Latent semantic analysis for tagging activation states and identifiability in northwestern Mexican news outlets. J. Intell. Fuzzy Syst. 42(5): 4463-4471 (2022)
[j39]
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Gemma Bel-Enguix, Gerardo Sierra, Helena Gómez-Adorno, Juan-Manuel Torres-Moreno, Jesús-Germán Ortiz-Barajas, Juan Vásquez:
Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared Task. Proces. del Leng. Natural 69: 255-263 (2022)
2021
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Yuanhao Liu, Fen Zhou, Cao Chen, Zuqing Zhu, Tao Shang, Juan-Manuel Torres-Moreno:
Disaster Protection in Inter-DataCenter Networks Leveraging Cooperative Storage. IEEE Trans. Netw. Serv. Manag. 18(3): 2598-2611 (2021)
2020
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Thiago Gouveia da Silva, Andréa Carneiro Linhares:
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. Computación y Sistemas 24(2) (2020)
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno:
LiSSS: A New Corpus of Literary Spanish Sentences for Emotions Detection. Computación y Sistemas 24(3) (2020)
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Juan-Manuel Torres-Moreno, Ligia Quintana-Torres, Porfirio Toledo Hernández:
Evaluating Text Summaries using Divergences of the Probability Distribution. Computación y Sistemas 24(4) (2020)
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares:
Compressive approaches for cross-language multi-document summarization. Data Knowl. Eng. 125: 101763 (2020)
[j33]
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann, Eric SanJuan:
Generación automática de frases literarias. Linguamática 12(1): 15-30 (2020)
[j32]
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
Generación de frases literarias: un experimento preliminar. Proces. del Leng. Natural 65: 29-36 (2020)
2019
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Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised sentence representations as word information series: Revisiting TF-IDF. Comput. Speech Lang. 56: 107-129 (2019)
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Luis Adrián Cabrera-Diego, Marc El-Bèze, Juan-Manuel Torres-Moreno, Barthélémy Durette:
Ranking résumés automatically using only résumés: A method free of job offers. Expert Syst. Appl. 123: 91-107 (2019)
[j29]
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Kamel Smaïli, Dominique Fohr, Carlos-Emiliano González-Gallardo, Michal Grega, Lucjan Janowski, Denis Jouvet, Arian Kozbial, David Langlois, Mikolaj Leszczuk, Odile Mella, Mohamed Amine Menacer, Amaia Méndez, Elvys Linhares Pontes, Eric SanJuan, Juan-Manuel Torres-Moreno, Begoña García Zapirain:
Summarizing videos into a target language: Methodology, architectures and evaluation. J. Intell. Fuzzy Syst. 37(6): 7415-7426 (2019)
[j28]
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Alberto Iturbe Herrera, Azucena Montes Rendón, Juan-Manuel Torres-Moreno, Gerardo Eugenio Sierra Martínez, Noé Alejandro Castro-Sánchez, Juan Gabriel González Serna:
Extracción semiautomática de metadatos en documentos no estructurados utilizando procesamiento de lenguaje natural y propiedades tipográficas. Res. Comput. Sci. 148(7): 331-345 (2019)
2018
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Luis Adrián Cabrera-Diego, Juan-Manuel Torres-Moreno:
SummTriver: A new trivergent model to evaluate summaries automatically without human references. Data Knowl. Eng. 113: 184-197 (2018)
2017
[j26]
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Mayeul Mathias, Fen Zhou, Juan-Manuel Torres-Moreno, Didier Josselin, Marie-Sylvie Poli, Andréa Carneiro Linhares:
Personalized sightseeing tours: a model for visits in art museums. Int. J. Geogr. Inf. Sci. 31(3): 591-616 (2017)
[j25]
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Jorge Lázaro, Juan-Manuel Torres-Moreno, Gerardo Sierra, M. Teresa Cabré, Andrés Torres:
Genex+, a Semantic-based Automatic Extractor of Examples Applied to Bilingual Terms. Res. Comput. Sci. 145: 51-67 (2017)
2016
[j24]
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Jean-Valère Cossu, Juan-Manuel Torres-Moreno, Eric SanJuan, Marc El-Bèze:
Intweetive Text Summarization. Int. J. Comput. Linguistics Appl. 7(1): 67-83 (2016)
[j23]
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Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez Rodríguez, Georges Linarès:
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. Int. J. Comput. Linguistics Appl. 7(2): 87-109 (2016)
[j22]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Perfilado de autor multilingüe en redes sociales a partir de n-gramas de caracteres y de etiquetas gramaticales. Linguamática 8(1): 21-29 (2016)
[j21]
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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:
Creación y clasificación de un corpus criminológico en español usando características lingüísticas superficiales. Res. Comput. Sci. 124: 107-118 (2016)
2015
[j20]
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno:
El Test de Turing para la evaluación de resumen automático de texto. Linguamática 7(2): 45-55 (2015)
[j19]
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Rocío Abascal-Mena, Jean-Valère Cossu, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno:
Anotación automática de datos acerca de la reputación de los políticos en redes sociales. Res. Comput. Sci. 97: 81-99 (2015)
2014
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Iria da Cunha, Jorge Vivaldi, Juan-Manuel Torres-Moreno, Gerardo Sierra:
SIMTEX: An Approach for Detecting and Measuring Textual Similarity based on Discourse and Semantics. Computación y Sistemas 18(3) (2014)
[j17]
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Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl:
A German Corpus for Similarity Detection Tasks. Int. J. Comput. Linguistics Appl. 5(2): 9-24 (2014)
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Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno:
Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognit. Lett. 49: 33-39 (2014)
[j15]
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Jean-Valère Cossu, Rocío Abascal-Mena, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan:
Bilingual and Cross Domain Politics Analysis. Res. Comput. Sci. 85: 9-19 (2014)
2012
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Marina Lloberes, Irene Castellón:
DiSeg 1.0: The first system for Spanish discourse segmentation. Expert Syst. Appl. 39(2): 1671-1678 (2012)
[j13]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Marina Lloberes, Irene Castellón:
Erratum to "DiSeg 1.0: The first system for Spanish discourse segmentation" [Expert Systems with Applications 39 (2) (2011) 1671-1678]. Expert Syst. Appl. 39(6): 6276 (2012)
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Rémy Kessler, Nicolas Béchet, Mathieu Roche, Juan-Manuel Torres-Moreno, Marc El-Bèze:
A hybrid approach to managing job offers and candidates. Inf. Process. Manag. 48(6): 1124-1135 (2012)
2011
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Florian Boudin, Stéphane Huet, Juan-Manuel Torres-Moreno:
A Graph-based Approach to Cross-language Multi-document Summarization. Polibits 43: 113-118 (2011)
2010
[j10]
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Juan-Manuel Torres-Moreno:
Reagrupamiento en familias y lexematización automática independientes del idioma. Inteligencia Artif. 14(47): 38-53 (2010)
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Rémy Kessler, Juan-Manuel Torres-Moreno, Marc El-Bèze:
E-Gen : traitement automatique d'informations de ressources humaines. Document Numérique 13(3): 95-119 (2010)
[j8]
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Alejandro Molina-Villegas, Iria da Cunha, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
La compresión de frases: un recurso para la optimización de resumen automático de documentos. Linguamática 2(3): 13-27 (2010)
[j7]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Marina Lloberes, Irene Castellón:
DiSeg: Un segmentador discursivo automático para el español. Proces. del Leng. Natural 45: 145-152 (2010)
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Juan-Manuel Torres-Moreno, Horacio Saggion, Iria da Cunha, Eric SanJuan, Patricia Velázquez-Morales:
Summary Evaluation with and without References. Polibits 42: 13-19 (2010)
2009
[j5]
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Iria da Cunha, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales, Jorge Vivaldi:
Un algoritmo lingüístico-estadístico para resumen automático de textos especializados. Linguamática 1(2): 67-79 (2009)
2006
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Rémy Kessler, Juan-Manuel Torres-Moreno, Marc El-Bèze:
Classification automatique de courriers électroniques par des méthodes mixtes d'apprentissage. Ingénierie des Systèmes d Inf. 11(2): 93-112 (2006)
2002
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Juan-Manuel Torres-Moreno, Julio C. Aguilar, Mirta B. Gordon:
The Minimum Number of Errors in the N-Parity and its Solution with an Incremental Neural Network. Neural Process. Lett. 16(3): 201-210 (2002)
1998
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Juan-Manuel Torres-Moreno, Mirta B. Gordon:
Efficient Adaptive Learning for Classification Tasks with Binary Units. Neural Comput. 10(4): 1007-1030 (1998)
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Juan-Manuel Torres-Moreno, Mirta B. Gordon:
Characterization of the Sonar Signals Benchmark. Neural Process. Lett. 7(1): 1-4 (1998)

Conference and Workshop Papers

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2023
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno:
Automatic generation of paragraph templates using a Textual Energy approach: - Applications in Literary Text production. FLAIRS 2023
2022
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Igor Morgado, Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
MegaLite^PT: A Corpus of Literature in Portuguese for NLP. BRACIS (2) 2022: 251-265
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Yuanhao Liu, Fen Zhou, Tao Shang, Juan-Manuel Torres-Moreno:
Power-efficient and Distance-adaptive Disaster Protection for Service Function Chain Provisioning. GLOBECOM 2022: 4407-4412
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Yuanhao Liu, Fen Zhou, Michal Pióro, Tao Shang, Juan-Manuel Torres-Moreno, Abderrahim Benslimane:
On Flow-based Directed p-Cycle Design in Elastic Optical Networks. ISCC 2022: 1-7
2021
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno:
MegaLite-2: An Extended Bilingual Comparative Literary Corpus. SAI (1) 2021: 1014-1029
2020
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Yuanhao Liu, Fen Zhou, Cao Chen, Zuqing Zhu, Tao Shang, Juan-Manuel Torres-Moreno:
Disaster Protection in Inter-DataCenter Networks leveraging Cooperative Storage. GLOBECOM 2020: 1-6
[c83]
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Hanifa Boucheneb, Roseli Suzi Wedemann:
FLE: A Fuzzy Logic Algorithm for Classification of Emotions in Literary Corpora. KDIR 2020: 202-209
[c82]
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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:
Enhancing Job Searches in Mexico City with Language Technologies. LT4Gov@LREC 2020: 15-21
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Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra, Juan-Manuel Torres-Moreno, Renata Martinez, Pedro Serrano:
Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection - 19th Mexican International Conference on Artificial Intelligence. MICAI (2) 2020: 214-223
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
Literary Natural Language Generation with Psychological Traits. NLDB 2020: 193-204
2019
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Carlos-Emiliano González-Gallardo, Romain Deveaud, Eric SanJuan, Juan-Manuel Torres-Moreno:
Audio Summarization with Audio Features and Probability Distribution Divergence. CICLing (2) 2019: 351-361
[c78]
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Andrés Torres Rivera, Juan-Manuel Torres-Moreno:
Detecting new word meanings: a comparison of word embedding models in Spanish. CORIA 2019
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Mohamed Amine Menacer, Carlos-Emiliano González-Gallardo, Karima Abidi, Dominique Fohr, Denis Jouvet, David Langlois, Odile Mella, Fatiha Sadat, Juan-Manuel Torres-Moreno, Kamel Smaïli:
Extractive Text-Based Summarization of Arabic Videos: Issues, Approaches and Evaluations. ICALP 2019: 65-78
2018
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Carlos-Emiliano González-Gallardo, Elvys Linhares Pontes, Fatiha Sadat, Juan-Manuel Torres-Moreno:
Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks. ACLING 2018: 339-346
[c75]
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Ignacio Arroyo-Fernández, Dominic Forest, Juan-Manuel Torres-Moreno, Mauricio Carrasco-Ruiz, Thomas Legeleux, Karen Joannette:
Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING'18 TRAC-1. TRAC@COLING 2018 2018: 140-149
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Carlos-Emiliano González-Gallardo, Malek Hajjem, Eric SanJuan, Juan-Manuel Torres-Moreno:
Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique. CORIA 2018
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Alexandre Nadjem, Juan-Manuel Torres-Moreno, Marc El-Bèze, Guillaume Marrel, Benoît Bonte:
Predicting Personalized Academic and Career Roads: First Steps Toward Multi-Uses Recommender Systems. DTUC 2018: 1:1-1:4
[c72]
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Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Stéphane Huet, Andréa Carneiro Linhares:
A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task. LREC 2018
[c71]
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno:
A Multilingual Study of Compressive Cross-Language Text Summarization. MICAI (2) 2018: 109-118
[c70]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno:
WiSeBE: Window-Based Sentence Boundary Evaluation. MICAI (2) 2018: 119-131
[c69]
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Kamel Smaïli, Dominique Fohr, Carlos-Emiliano González-Gallardo, Michal Grega, Lucjan Janowski, Denis Jouvet, Artur Komorowski, Arian Kozbial, David Langlois, Mikolaj Leszczuk, Odile Mella, Mohamed Amine Menacer, Amaia Méndez, Elvys Linhares Pontes, Eric SanJuan, Damian Swist, Juan-Manuel Torres-Moreno, Begoña García Zapirain:
A First Summarization System of a Video in a Target Language. MISSI 2018: 77-88
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Elvys Linhares Pontes, Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Stéphane Huet:
Cross-Lingual Speech-to-Text Summarization. MISSI 2018: 385-395
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Begoña García Zapirain, Cristian Castillo, Aritz Badiola, Sofia Zahia, Amaia Méndez, David Langlois, Denis Jouvet, Juan-Manuel Torres-Moreno, Mikolaj Leszczuk, Kamel Smaïli:
A Proposed Methodology for Subjective Evaluation of Video and Text Summarization. MISSI 2018: 396-404
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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:
An Integrated AMIS Prototype for Automated Summarization and Translation of Newscasts and Reports. MISSI 2018: 415-423
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares:
Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression. NLDB 2018: 467-479
[c64]
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Patrick Paroubek, Cyril Grouin, Patrice Bellot, Vincent Claveau, Iris Eshkol-Taravella, Amel Fraisse, Agata Jackiewicz, Jihen Karoui, Laura Monceaux, Juan-Manuel Torres-Moreno:
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 ). CORIA-TALN-RJC (DeFT) 2018: 219-230
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Elvys Linhares Pontes, Stéphane Huet, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno:
Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. CORIA-TALN-RJC (TALN 2) 2018: 311-320
[c62]
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Elvys Linhares Pontes, Stéphane Huet, Thiago Gouveia da Silva, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno:
Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming. TextGraphs@NAACL-HLT 2018: 18-27
2017
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno:
Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach. CLEF 2017: 181-190
[c60]
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares:
Microblog Contextualization using Continuous Space Vectors: Multi-Sentence Compression of Cultural Documents. CLEF (Working Notes) 2017
[c59]
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Carlos E. González-Gallardo, Eric SanJuan-Ibekwe, Juan-Manuel Torres-Moreno:
Extension des mesures textuelles d'informativité à l'évaluation de l'intérêt potentiel d'un passage. EDA 2017: 165-166
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Mayeul Mathias, Camille Béguin, Juan-Manuel Torres-Moreno, Didier Josselin, Delphine Picolot, Fen Zhou, Marie-Sylvie Poli:
Quality of Experience for Personalized Sightseeing Tours: Studies and Proposition for an Evaluation Method. ICCSA (3) 2017: 380-395
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Noé Alejandro Castro-Sánchez, Alondra Nava-Zea, Gerardo Sierra:
Criminal Events Detection in News Stories Using Intuitive Classification. MICAI (2) 2017: 120-132
2016
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Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Stéphane Huet, Andréa Carneiro Linhares:
Tweet Contextualization using Continuous Space Vectors: Automatic Summarization of Cultural Documents. CLEF (Working Notes) 2016: 1238-1245
[c55]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Irene Castellón, Marina Lloberes:
Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan. MultiLingMine@ECIR 2016: 36-45
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Ignacio Arroyo-Fernández, Juan-Manuel Torres-Moreno, Gerardo Sierra, Luis Adrián Cabrera-Diego:
Automatic Text Summarization by Non-topic Relevance Estimation. KDIR 2016: 89-100
[c53]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. KDIR 2016: 307-314
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Luis Adrián Cabrera-Diego, Juan-Manuel Torres-Moreno, Barthélémy Durette:
Evaluating Multiple Summaries Without Human Models: A First Experiment with a Trivergent Model. NLDB 2016: 91-101
[c51]
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares:
Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors. NLDB 2016: 440-446
2015
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Jean-Valère Cossu, Eric SanJuan, Juan-Manuel Torres-Moreno, Marc El-Bèze:
Multi-dimensional Reputation Modeling Using Micro-blog Contents. ISMIS 2015: 452-457
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Jean-Valère Cossu, Eric SanJuan, Juan-Manuel Torres-Moreno, Marc El-Bèze:
Automatic Classification and PLS-PM Modeling for Profiling Reputation of Corporate Entities on Twitter. NLDB 2015: 282-289
2014
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Juan-Manuel Torres-Moreno:
Three Statistical Summarizers at CLEF-INEX 2013 Tweet Contextualization Track. CLEF (Working Notes) 2014: 565-573
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Mayeul Mathias, Assema Moussa, Juan-Manuel Torres-Moreno, Fen Zhou, Marie-Sylvie Poli, Didier Josselin, Marc El-Bèze, Andréa Carneiro Linhares, Françoise Rigat:
Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums. FedCSIS 2014: 439-446
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Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette:
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]. DEFT@TALN 2014: 45-52
2013
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Eugenio Sierra Martínez:
Discursive Sentence Compression. CICLing (2) 2013: 394-407
[c44]
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Jean-Valère Cossu, Benjamin Bigot, Ludovic Bonnefoy, Mohamed Morchid, Xavier Bost, Grégory Senay, Richard Dufour, Vincent Bouvier, Juan-Manuel Torres-Moreno, Marc El-Bèze:
LIA@RepLab 2013. CLEF (Working Notes) 2013
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Alejandro Molina-Villegas, Eric SanJuan, Juan-Manuel Torres-Moreno:
A Turing Test to Evaluate a Complex Summarization Task. CLEF 2013: 75-80
[c42]
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Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
Ultra-stemming and Statistical Summarization at INEX 2013 Tweet Contextualization Track. CLEF (Working Notes) 2013
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Gerardo Sierra, Julio Rojas-Mora:
Analysis and Transformation of Textual Energy Distribution. MICAI (Special Sessions) 2013: 203-208
[c40]
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Luis Adrián Cabrera-Diego, Juan-Manuel Torres-Moreno, Marc El-Bèze:
SegCV : Eficient parsing of résumés with analysis and correction of errors (SegCV : traitement efficace de CV avec analyse et correction d'erreurs) [in French]. TALN (2) 2013: 707-714
[c39]
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Jean-Valère Cossu, Juan-Manuel Torres-Moreno, Marc El-Bèze:
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]. TALN (2) 2013: 715-722
2012
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, M. Teresa Cabré, Gerardo Sierra:
A Symbolic Approach for Automatic Detection of Nuclearity and Rhetorical Relations among Intra-sentence Discourse Segments in Spanish. CICLing (1) 2012: 462-474
[c37]
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Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
Two Statistical Summarizers at INEX 2012 Tweet Contextualization Track. CLEF (Online Working Notes/Labs/Workshop) 2012
[c36]
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Carlos-Francisco Méndez-Cruz, Juan-Manuel Torres-Moreno, Alfonso Medina Urrea, Gerardo Sierra:
Extrinsic Evaluation on Automatic Summarization Tasks: Testing Affixality Measurements for Statistical Word Stemming. MICAI (2) 2012: 46-57
2011
[c35]
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Iria da Cunha, Juan-Manuel Torres-Moreno, Gerardo Sierra:
On the Development of the RST Spanish Treebank. Linguistic Annotation Workshop 2011: 1-10
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Fatima-Itzel Ronquillo, Conception Perez de Celis, Gerardo Sierra, Iria da Cunha, Juan-Manuel Torres-Moreno:
Automatic classification of biomedical texts: Experiments with a hearing loss corpus. BMEI 2011: 1674-1679
[c33]
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Iria da Cunha, M. Teresa Cabré, Eric SanJuan, Gerardo Sierra, Juan-Manuel Torres-Moreno, Jorge Vivaldi:
Automatic Specialized vs. Non-specialized Sentence Differentiation. CICLing (2) 2011: 266-276
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Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales, Michel Gagnon:
Statistical Summarization at QA@INEX 2011 Track Using Cortex and Enertex Systems. INEX 2011: 247-256
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Eric SanJuan, Iria da Cunha, Gerardo Sierra, Patricia Velázquez-Morales:
Discourse Segmentation for Sentence Compression. MICAI (1) 2011: 316-327
[c30]
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Iria da Cunha, Juan-Manuel Torres-Moreno, Gerardo Sierra, Luis Adrián Cabrera-Diego, Brenda Gabriela Castro Rolón, Juan Miguel Rolland Bartilotti:
The RST Spanish Treebank On-line Interface. RANLP 2011: 698-703
[c29]
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Stéphane Huet, Florian Boudin, Juan-Manuel Torres-Moreno:
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). TALN (Articles longs) 2011: 49-58
2010
[c28]
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Horacio Saggion, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, Patricia Velázquez-Morales:
Multilingual Summarization Evaluation without Human Models. COLING (Posters) 2010: 1059-1067
[c27]
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Juan-Manuel Torres-Moreno, Michel Gagnon:
The Cortex Automatic Summarization System at the QA@INEX Track 2010. INEX 2010: 290-294
[c26]
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Eric Charton, Juan-Manuel Torres-Moreno:
NLGbAse: A Free Linguistic Resource for Natural Language Processing Systems. LREC 2010
[c25]
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Claude de Loupy, Marie Guégan, Christelle Ayache, Somara Seng, Juan-Manuel Torres-Moreno:
A French Human Reference Corpus for Multi-Document Summarization and Sentence Compression. LREC 2010
[c24]
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Jorge Vivaldi, Iria da Cunha, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
Automatic Summarization Using Terminological and Semantic Resources. LREC 2010
[c23]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Marina Lloberes, Irene Castellón:
Discourse Segmentation for Spanish Based on Shallow Parsing. MICAI (1) 2010: 13-23
[c22]
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Juan-Manuel Torres-Moreno, Horacio Saggion, Iria da Cunha, Patricia Velázquez-Morales, Eric SanJuan:
Évaluation automatique de résumés avec et sans référence. TALN (Articles longs) 2010: 241-251
2009
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Rémy Kessler, Nicolas Béchet, Juan-Manuel Torres-Moreno, Mathieu Roche, Marc El-Bèze:
Job Offer Management: How Improve the Ranking of Candidates. ISMIS 2009: 431-441
[c20]
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Eric Charton, Juan-Manuel Torres-Moreno:
Classification d'un contenu encyclopédique en vue d'un étiquetage par entités nommées. TALN (Articles longs) 2009: 61-70
[c19]
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Rémy Kessler, Nicolas Béchet, Juan-Manuel Torres-Moreno, Mathieu Roche, Marc El-Bèze:
Profilage de candidatures assisté par Relevance Feedback. TALN (Articles courts) 2009: 273-282
[c18]
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Florian Boudin, Juan-Manuel Torres-Moreno:
Résumé automatique multi-document et indépendance de la langue : une première évaluation en français. TALN (Articles courts) 2009: 321-330
[c17]
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Silvia Fernandez Sabido, Juan-Manuel Torres-Moreno:
Une approche exploratoire de compression automatique de phrases basée sur des critères thermodynamiques. TALN (Articles courts) 2009: 387-393
2008
[c16]
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Florian Boudin, Juan-Manuel Torres-Moreno, Marc El-Bèze:
Mixing Statistical and Symbolic Approaches for Chemical Names Recognition. CICLing 2008: 334-343
[c15]
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Florian Boudin, Marc El-Bèze, Juan-Manuel Torres-Moreno:
A Scalable MMR Approach to Sentence Scoring for Multi-Document Update Summarization. COLING (Posters) 2008: 23-26
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Rémy Kessler, Nicolas Béchet, Mathieu Roche, Marc El-Bèze, Juan-Manuel Torres-Moreno:
Automatic Profiling System for Ranking Candidates Answers in Human Resources. OTM Workshops 2008: 625-634
[c13]
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Florian Boudin, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
An Efficient Statistical Approach for Automatic Organic Chemistry Summarization. GoTAL 2008: 89-99
[c12]
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Cédric Vidrequin, Juan-Manuel Torres-Moreno, Jean-Jacques Schneider, Marc El-Bèze:
Extraction automatique d'informations à partir de micro-textes non structurés. TALN (Articles longs) 2008: 51-60
[c11]
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Rémy Kessler, Juan-Manuel Torres-Moreno, Marc El-Bèze:
E-Gen : Profilage automatique de candidatures. TALN (Articles courts) 2008: 61-70
[c10]
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Silvia Fernández, Eric SanJuan, Juan-Manuel Torres-Moreno:
Enertex : un système basé sur l'énergie textuelle. TALN (Articles longs) 2008: 91-100
2007
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Florian Boudin, Juan-Manuel Torres-Moreno:
NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System. CICLing 2007: 551-562
[c8]
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Cédric Vidrequin, Juan-Manuel Torres-Moreno, Jean-Jacques Schneider, Marc El-Bèze:
Génération et enrichissement automatique de listes de patrons de phrases pour les moteurs de questions-réponses. EGC 2007: 207-208
[c7]
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Silvia Fernández, Eric SanJuan, Juan-Manuel Torres-Moreno:
Textual Energy of Associative Memories: Performant Applications of Enertex Algorithm in Text Summarization and Topic Segmentation. MICAI 2007: 861-871
[c6]
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Iria da Cunha, Silvia Fernández, Patricia Velázquez-Morales, Jorge Vivaldi, Eric SanJuan, Juan-Manuel Torres-Moreno:
A New Hybrid Summarizer Based on Vector Space Model, Statistical Physics and Linguistics. MICAI 2007: 872-882
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Rémy Kessler, Juan-Manuel Torres-Moreno, Marc El-Bèze:
E-Gen: Automatic Job Offer Processing System for Human Resources. MICAI 2007: 985-995
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Eric SanJuan, Fidelia Ibekwe-Sanjuan, Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales:
Combining Vector Space Model and Multi Word Term Extraction for Semantic Query Expansion. NLDB 2007: 252-263
[c3]
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Silvia Fernández, Eric SanJuan, Juan-Manuel Torres-Moreno:
Énergie textuelle de mémoires associatives. TALN (Articles longs) 2007: 25-34
1997
[c2]
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Arnaud Buhot, Juan-Manuel Torres-Moreno, Mirta B. Gordon:
Numerical simulations of an optimal algorithm for supervised learning. ESANN 1997
1995
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Juan-Manuel Torres-Moreno, Pierre Peretto, Mirta B. Gordon:
An evolutive architecture coupled with optimal perceptron learning for classification. ESANN 1995

Parts in Books or Collections

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What is the meaning of the colors in the publication lists?

2012
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Juan-Manuel Torres-Moreno, Marc El-Bèze, Patrice Bellot, Frédéric Béchet:
Opinion Detection as a Topic Classification Problem. Textual Information Access: Statistical Models 2012: 337-368

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2021
[i44]
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Rodrigo Cuéllar-Hidalgo, Julio de Jesús Guerrero-Zambrano, Dominic Forest, Gerardo Reyes Salgado, Juan-Manuel Torres-Moreno:
LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features. CoRR abs/2112.10189 (2021)
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
A Preliminary Study for Literary Rhyme Generation based on Neuronal Representation, Semantics and Shallow Parsing. CoRR abs/2112.13241 (2021)
2020
[i42]
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  - journals/corr/abs-2001-05285
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Andrés Torres Rivera, Juan-Manuel Torres-Moreno:
Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish. CoRR abs/2001.05285 (2020)
[i41]
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  - journals/corr/abs-2001-06190
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Ana Lilia Laureano-Cruces, Laura Hernández-Domínguez, Martha Mora-Torres, Juan-Manuel Torres-Moreno, Jaime Enrique Cabrera-López:
Visual Simplified Characters' Emotion Emulator Implementing OCC Model. CoRR abs/2001.06190 (2020)
[i40]
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  - journals/corr/abs-2001-10613
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Alexandre Nadjem, Juan-Manuel Torres-Moreno, Marc El-Bèze, Guillaume Marrel, Benoît Bonte:
Predicting Personalized Academic and Career Roads: First Steps Toward a Multi-Uses Recommender System. CoRR abs/2001.10613 (2020)
[i39]
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  - journals/corr/abs-2001-11381
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Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli Suzi Wedemann:
Generación automática de frases literarias en español. CoRR abs/2001.11381 (2020)
[i38]
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  - journals/corr/abs-2001-11382
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Jean-Valère Cossu, Juan-Manuel Torres-Moreno, Eric SanJuan, Marc El-Bèze:
Intweetive Text Summarization. CoRR abs/2001.11382 (2020)
[i37]
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  - journals/corr/abs-2002-04095
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Rémy Saksik, Alejandro Molina-Villegas, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno:
Automatic Discourse Segmentation: an evaluation in French. CoRR abs/2002.04095 (2020)
[i36]
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  - journals/corr/abs-2004-04468
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Thiago Gouveia da Silva, Andréa Carneiro Linhares:
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming. CoRR abs/2004.04468 (2020)
[i35]
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  - journals/corr/abs-2004-06747
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Carlos-Emiliano González-Gallardo, Eric SanJuan, Juan-Manuel Torres-Moreno:
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding). CoRR abs/2004.06747 (2020)
[i34]
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Iria da Cunha, Juan-Manuel Torres-Moreno:
Automatic Discourse Segmentation: Review and Perspectives. CoRR abs/2005.00468 (2020)
[i33]
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Juan-Manuel Torres-Moreno, Luis-Gil Moreno-Jiménez:
LiSSS: A toy corpus of Literary Spanish Sentences Sentiment for Emotions Detection. CoRR abs/2005.08223 (2020)
2019
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Marc El-Bèze, Juan-Manuel Torres-Moreno, Frédéric Béchet:
Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005). CoRR abs/1903.07397 (2019)
[i31]
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  - journals/corr/abs-1912-09558
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Alfonso Medina Urrea, Juan-Manuel Torres-Moreno:
RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity. CoRR abs/1912.09558 (2019)
2018
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno:
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. CoRR abs/1802.04559 (2018)
[i29]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno:
WiSeBE: Window-based Sentence Boundary Evaluation. CoRR abs/1808.08850 (2018)
[i28]
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Carlos-Emiliano González-Gallardo, Malek Hajjem, Eric SanJuan, Juan-Manuel Torres-Moreno:
Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique. CoRR abs/1809.00994 (2018)
[i27]
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  - journals/corr/abs-1810-10639
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Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno:
A Multilingual Study of Compressive Cross-Language Text Summarization. CoRR abs/1810.10639 (2018)
[i26]
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  - journals/corr/abs-1810-10641
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Elvys Linhares Pontes, Stéphane Huet, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno:
Predicting the Semantic Textual Similarity with Siamese CNN and LSTM. CoRR abs/1810.10641 (2018)
2017
[i25]
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Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra:
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization. CoRR abs/1702.06467 (2017)
[i24]
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  - journals/corr/BostBCCLMTED17
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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:
Systèmes du LIA à DEFT'13. CoRR abs/1702.06478 (2017)
[i23]
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Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette:
Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14. CoRR abs/1702.06510 (2017)
[i22]
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Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl:
A German Corpus for Text Similarity Detection Tasks. CoRR abs/1703.03923 (2017)
[i21]
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Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno, Irene Castellón:
Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan. CoRR abs/1703.04718 (2017)
[i20]
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Elvys Linhares Pontes, Thiago Gouveia da Silva, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno, Stéphane Huet:
Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases. CoRR abs/1703.06501 (2017)
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Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez Rodríguez, Georges Linarès:
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. CoRR abs/1703.06630 (2017)
[i18]
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  - journals/corr/abs-1710-06524
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Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised Sentence Representations as Word Information Series: Revisiting TF-IDF. CoRR abs/1710.06524 (2017)
2016
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Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares:
LIA-RAG: a system based on graphs and divergence of probabilities applied to Speech-To-Text Summarization. CoRR abs/1601.07124 (2016)
2015
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Juan-Manuel Torres-Moreno, Javier Ramírez, Iria da Cunha:
Un résumeur à base de graphes, indépéndant de la langue. CoRR abs/1501.01243 (2015)
[i15]
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Mayeul Mathias, Assema Moussa, Fen Zhou, Juan-Manuel Torres-Moreno, Marie-Sylvie Poli, Didier Josselin, Marc El-Bèze, Andréa Carneiro Linhares, Françoise Rigat:
Optimisation using Natural Language Processing: Personalized Tour Recommendation for Museums. CoRR abs/1501.01252 (2015)
[i14]
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Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina-Villegas:
Regroupement sémantique de définitions en espagnol. CoRR abs/1501.04920 (2015)
[i13]
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Juan-Manuel Torres-Moreno:
Trivergence of Probability Distributions, at glance. CoRR abs/1506.06205 (2015)
2012
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  - journals/corr/abs-1209-3126
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Juan-Manuel Torres-Moreno:
Beyond Stemming and Lemmatization: Ultra-stemming to Improve Automatic Text Summarization. CoRR abs/1209.3126 (2012)
[i11]
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  - journals/corr/abs-1210-3312
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Juan-Manuel Torres-Moreno:
Artex is AnotheR TEXt summarizer. CoRR abs/1210.3312 (2012)
[i10]
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  - journals/corr/abs-1212-1918
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Juan-Manuel Torres-Moreno, Patricia Velázquez-Morales, Jean Guy Meunier:
Condensés de textes par des méthodes numériques. CoRR abs/1212.1918 (2012)
[i9]
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  - journals/corr/abs-1212-3493
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Alejandro Molina-Villegas, Juan-Manuel Torres-Moreno, Iria da Cunha, Eric SanJuan, Gerardo Sierra:
Sentence Compression in Spanish driven by Discourse Segmentation and Language Models. CoRR abs/1212.3493 (2012)
2010
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Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno, Peter Peinl, Philippe Michelon:
Solving the Frequency Assignment Problem by Site Availability and Constraint Programming. CoRR abs/1001.1093 (2010)
[i7]
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  - journals/corr/abs-1004-3371
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Florian Boudin, Juan-Manuel Torres-Moreno, Marc El-Bèze:
Improving Update Summarization by Revisiting the MMR Criterion. CoRR abs/1004.3371 (2010)
2009
[i6]
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  - journals/corr/abs-0904-4587
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Juan-Manuel Torres-Moreno, Mirta B. Gordon:
Adaptive Learning with Binary Neurons. CoRR abs/0904.4587 (2009)
[i5]
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  - journals/corr/abs-0905-1130
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Florian Boudin, Patricia Velázquez-Morales, Juan-Manuel Torres-Moreno:
Statistical Automatic Summarization in Organic Chemistry. CoRR abs/0905.1130 (2009)
[i4]
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  - journals/corr/abs-0905-2347
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Juan-Manuel Torres-Moreno, Laurent Bougrain, Frédéric Alexandre:
Combining Supervised and Unsupervised Learning for GIS Classification. CoRR abs/0905.2347 (2009)
[i3]
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  - journals/corr/abs-0905-2990
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Juan-Manuel Torres-Moreno, Pier-Luc St-Onge, Michel Gagnon, Marc El-Bèze, Patrice Bellot:
Automatic Summarization System coupled with a Question-Answering System (QAAS). CoRR abs/0905.2990 (2009)
[i2]
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  - journals/corr/abs-0906-0470
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Juan-Manuel Torres-Moreno, Mirta B. Gordon:
An optimal linear separator for the Sonar Signals Classification task. CoRR abs/0906.0470 (2009)
2008
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Florian Boudin, Marc El-Bèze, Juan-Manuel Torres-Moreno:
The LIA Update Summarization Systems at TAC 2008 (DRAFT). TAC 2008

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