Personal information

Machine Learning, Natural Language Processing, Automatic Text Summarization, Automatic Text Generation

Biography

Researcher in Natural Language Processing: Automatic Text Summarization and Artificial Intelligence (Neural Networks)

http://juanmanueltorres.free.fr

Activities

Employment (3)

Avignon Université Laboratoire Informatique d'Avignon: Avignon, Provence-Alpes-Côte d'Azu, FR

2003-08 to present | MCF HDR - Associate Professor (Laboratoire Informatique d'Avignon)
Employment
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Polytechnique Montréal: Montréal, QC, CA

2001-09-01 to 2003-08-31 | Associate Professor (Génie Informatique)
Employment
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Université du Québec à Chicoutimi: Saguenay, Quebec, CA

2000-01-02 to 2001-08-31 | Professeur régulier (Sciences Appliquées)
Employment
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Education and qualifications (3)

Avignon Université Laboratoire Informatique d'Avignon: Avignon, FR

2006-09-01 to 2007-12-12 | Habilitation à Diriger des recherches (CERI)
Education
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Institut Polytechnique de Grenoble: Grenoble, Rhône-Alpes, FR

1997-12-12 | Doctorat informatique (ENSERG)
Education
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Institut Polytechnique de Grenoble: Grenoble, Rhône-Alpes, FR

1993-09 to 1994-06 | DEA Sciences cognitives (ENSERG)
Qualification
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Professional activities (5)

Association for Computational Linguistics: Stroudsburg, Pennsylvania, US

2020 to present
Membership
Source: Self-asserted source
Juan-Manuel Torres-Moreno

ATALA: Paris, FR

2016-01 to present
Service
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Ecole Polytechnique de Montréal: Montreal, QC, CA

2017-09-01 to 2018-08-31 | Professeur invité (Génie informatique/génie logiciel)
Invited position
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Universidad Nacional Autonoma de México: Mexico, CDMX, MX

2010-10-01 to 2011-08-31 | Chercheur (Instituto de Ingenieria)
Invited position
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Inria Centre de Recherche Nancy Grand Est: Villers-les-Nancy, Lorraine, FR

2003-03-01 to 2003-05-31 | Chercheur (LORIA)
Invited position
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Funding (4)

NAHU

2023-09 to 2025-10 | Grant
Intermedius/Agorantic UA (Avignon, FR)
Source: Self-asserted source
Juan-Manuel Torres-Moreno

AMIS Chistera

2015-12 to 2019-12 | Grant
CHIST-ERA (Bruxelles, ANR, FR)
GRANT_NUMBER:

ANR-15-CHR2-0001

Source: Self-asserted source
Juan-Manuel Torres-Moreno

IMAGIWEB

2012-04 to 2015-09 | Grant
Agence Nationale de la Recherche (Paris, FR)
GRANT_NUMBER: ANR-12
Source: Self-asserted source
Juan-Manuel Torres-Moreno

Classifieur de texte par des reseaux de neurones

2000-04-01 to 2004-03-31 | Grant
Natural Sciences and Engineering Research Council (Ottawa, CA)
GRANT_NUMBER: 251820
Source: Self-asserted source
Juan-Manuel Torres-Moreno via DimensionsWizard

Works (50 of 215)

Items per page:
Page 1 of 5

Neural Architecture Comparison for Bibliographic Reference Segmentation: An Empirical Study

Data
2024-05-18 | Journal article
Contributors: Rodrigo Cuéllar Hidalgo; Raúl Pinto Elías; Juan-Manuel Torres-Moreno; Osslan Osiris Vergara Villegas ; Gerardo Reyes Salgado; Andrea Magadán Salazar
Source: check_circle
Crossref
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Preferred source (of 2)‎

Neural Architecture Comparison for Bibliographic Reference Segmentation: An Empirical Study

2024-03-18 | Preprint
Contributors: Rodrigo Cuéllar-Hidalgo; Raúl Pinto-Elías; Juan-Manuel Torres-Moreno; Osslan Osiris Vergara Villegas; Gerardo Reyes-Salgado; Andrea Magadan-Salazar
Source: check_circle
Crossref
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Preferred source (of 2)‎

Disaster Protection for Service Function Chain Provisioning in EO-DCNs

IEEE Transactions on Network and Service Management
2023 | Journal article
Contributors: Yuanhao Liu; Fen Zhou; Tao Shang; Juan-Manuel Torres-Moreno
Source: check_circle
Crossref

Automatic generation of paragraph templates using a Textual Energy approach:

The International FLAIRS Conference Proceedings
2023-05-08 | Journal article
Contributors: Luis Gil Moreno Jimenez; Juan-Manuel Torres-Moreno
Source: check_circle
Crossref

Automatic generation of paragraph templates using a Textual Energy approach:

The International FLAIRS Conference Proceedings
2023-05-08 | Journal article | Author
URI:

https://journals.flvc.org/FLAIRS/article/view/133059

Contributors: Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno
Source: check_circle
Florida Online Journals

Automatic Generation of Literary Sentences in French

Algorithms
2023-03-06 | Journal article
Contributors: Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Suzi. Wedemann
Source: check_circle
Crossref
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Preferred source (of 2)‎

MegaLitePT: A Corpus of Literature in Portuguese for NLP

2022 | Book chapter
Contributors: Igor Morgado; Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Wedemann
Source: check_circle
Crossref

Automatic Generation of Literary Sentences in French

2022-12-26 | Preprint
Contributors: Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli Wedemann
Source: check_circle
Crossref

Biological and Mechanical Synergies to Deal With Proton Therapy Pitfalls: Minibeams, FLASH, Arcs, and Gantryless Rooms

Frontiers in Oncology
2021 | Journal article
Contributors: Mazal, Alejandro; Vera Sanchez, Juan Antonio; Sanchez-Parcerisa, Daniel; Udias, Jose Manuel; Espana, Samuel; Sanchez-Tembleque, Victor; Fraile, Luis Mario; Bragado, Paloma; Gutierrez-Uzquiza, Alvaro; Gordillo, Nuria et al.
Source: check_circle
Web of Science Researcher Profile Sync

Disaster Protection in Inter-DataCenter Networks Leveraging Cooperative Storage

IEEE Transactions on Network and Service Management
2021-09 | Journal article
Contributors: Yuanhao Liu; Fen Zhou; Cao Chen; Zuqing Zhu; Tao Shang; Juan-Manuel Torres-Moreno
Source: check_circle
Crossref

A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming

Computacion Y Sistemas
2020 | Journal article
Contributors: Pontes, Elvys Linhares; Huet, Stephane; Moreno, Juan Manuel Torres; da Silva, Thiago G.; Linhares, Andrea Carneiro
Source: check_circle
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Automatic Discourse Segmentation: an evaluation in French

2020 | Other
Contributors: Saksik, Rémy; Molina-Villegas, Alejandro; Linhares, Andréa Carneiro; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish

2020 | Other
Contributors: Torres-Rivera, Andrés; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Evaluating Text Summaries using Divergences of the Probability Distribution

Computacion Y Sistemas
2020 | Journal article
Contributors: Moreno, Juan Manuel Torres; Quintana Torres, Ligia; Hernandez, Porfirio Toledo
Source: check_circle
Web of Science Researcher Profile Sync

Generaci\'on autom\'atica de frases literarias en espa\~nol

2020 | Other
Contributors: Moreno-Jiménez, Luis-Gil; Torres-Moreno, Juan-Manuel; Wedemann, Roseli S.
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Generation of Literary Sentences: a Preliminary Approach

Procesamiento de Lenguaje Natural
2020 | Journal article
Contributors: Moreno-Jimenez, Luis-Gil; Torres-More, Juan-Manuel; Wedemann, Roseli S.
Source: check_circle
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Intweetive Text Summarization

2020 | Other
Contributors: Cossu, Jean Valère; Torres-Moreno, Juan-Manuel; SanJuan, Eric; El-Bèze, Marc
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Literary Natural Language Generation with Psychological Traits

2020 | Book chapter
Contributors: Luis-Gil Moreno-Jiménez; Juan-Manuel Torres-Moreno; Roseli S. Wedemann
Source: check_circle
Crossref

Predicting Personalized Academic and Career Roads: First Steps Toward a Multi-Uses Recommender System

2020 | Other
Contributors: Nadjem, Alexandre; Torres-Moreno, Juan-Manuel; El-Bèze, Marc; Marrel, Guillaume; Bonte, Benoît
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Visual Simplified Characters' Emotion Emulator Implementing OCC Model

2020 | Other
Contributors: Laureano-Cruces, Ana Lilia; Hernández-Domínguez, Laura; Mora-Torres, Martha; Torres-Moreno, Juan-Manuel; Cabrera-López, Jaime Enrique
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Audio Summarization with Audio Features and Probability Distribution Divergence

2019 | Conference paper
Contributors: González-Gallardo, Carlos-Emiliano; Deveaud, Romain; Sanjuan, Eric; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Cross-Lingual Speech-to-Text Summarization

2019 | Conference paper
Contributors: Linhares Pontes, Elvys; González-Gallardo, Carlos-Emiliano; Torres-Moreno, Juan-Manuel; Huet, Stéphane
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Cross-Lingual Speech-to-Text Summarization

2019 | Conference paper
Contributors: Linhares Pontes, Elvys; González-Gallardo, Carlos-Emiliano; Torres-Moreno, Juan-Manuel; Huet, Stéphane
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Extractive Text-Based Summarization of Arabic videos: Issues, Approaches and Evaluations

2019 | Conference paper
Contributors: Menacer, M,; González-Gallardo, C,; Abidi, K; Fohr, Dominique; Jouvet, Denis; Langlois, D; Mella, Odile; Sadat, F; Torres-Moreno, J,; Smaïli, Kamel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Extractive Text-Based Summarization of Arabic videos: Issues, Approaches and Evaluations

2019 | Conference paper
Contributors: Menacer, M,; González-Gallardo, C,; Abidi, K; Fohr, Dominique; Jouvet, Denis; Langlois, D; Mella, Odile; Sadat, F; Torres-Moreno, J,; Smaïli, Kamel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Extractive Text-Based Summarization of Arabic videos: Issues, Approaches and Evaluations

2019 | Conference paper
Contributors: Menacer, M,; González-Gallardo, C,; Abidi, K; Fohr, Dominique; Jouvet, Denis; Langlois, D; Mella, Odile; Sadat, F; Torres-Moreno, J,; Smaïli, Kamel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity

2019 | Other
Contributors: Medina-Urrea, Alfonso; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Summarizing videos into a target language: Methodology, architectures and evaluation

Journal of Intelligent & Fuzzy Systems
2019 | Journal article
Contributors: Smaili, Kamel; Fohr, Dominique; Gonzalez-Gallardo, Carlos-Emiliano; Grega, Michal; Janowski, Lucjan; Jouvet, Denis; Kozbial, Arian; Langlois, David; Leszczuk, Mikolaj; Mella, Odile et al.
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Un duel probabiliste pour d\'epartager deux pr\'esidents (LIA @ DEFT'2005)

2019 | Other
Contributors: El-Bèze, Marc; Torres-Moreno, Juan-Manuel; Béchet, Frédéric
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Unsupervised sentence representations as word information series: Revisiting TF–IDF

Computer Speech & Language
2019-07 | Journal article
Contributors: Ignacio Arroyo-Fernández; Carlos-Francisco Méndez-Cruz; Gerardo Sierra; Juan-Manuel Torres-Moreno; Grigori Sidorov
Source: check_circle
Crossref
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Ranking résumés automatically using only résumés: A method free of job offers

Expert Systems with Applications
2019-06 | Journal article
Contributors: Luis Adrián Cabrera-Diego; Marc El-Bèze; Juan-Manuel Torres-Moreno; Barthélémy Durette
Source: check_circle
Crossref

\'Etude de l'informativit\'e des transcriptions : une approche bas\'ee sur le r\'esum\'e automatique

2018 | Other
Contributors: González-Gallardo, Carlos-Emiliano; Hajjem, Malek; SanJuan, Eric; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

A Multilingual Study of Compressive Cross-Language Text Summarization

2018 | Other
Contributors: Pontes, Elvys Linhares; Huet, Stéphane; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Torres-Moreno, Juan-Manuel; Huet, Stéphane; Linhares, Andréa
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Automated Sentence Boundary Detection in Modern Standard Arabic Transcripts using Deep Neural Networks

2018 | Journal article
Contributors: González-Gallardo, Carlos-Emiliano; Pontes, Elvys Linhares; Sadat, Fatiha; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine
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Cross-Language Text Summarization using Sentence and Multi-Sentence Compression

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Huet, Stéphane; Torres-Moreno, Juan-Manuel; Linhares, Andréa Carneiro
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression

Lecture Notes in Computer Science
2018 | Journal article
Contributors: Pontes, Elvys Linhares; Huet, Stephane; Torres-Moreno, Juan-Manuel; Linhares, Andrea Carneiro
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Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Huet, Stéphane; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Microblog Contextualization: Advantages and Limitations of a Multi-sentence Compression Approach

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Huet, Stéphane; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Predicting Personalized Academic and Career Roads First Steps Toward Multi-Uses Recommender Systems

DTUC'18: PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON DIGITAL TOOLS & USES CONGRESS
2018 | Journal article
Contributors: Nadjem, Alexandre; Torres-Moreno, Juan-Manuel; El-Beze, Marc; Marrel, Guillaume; Bonte, Benoit
Source: check_circle
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Predicting the Semantic Textual Similarity with Siamese CNN and LSTM

2018 | Other
Contributors: Pontes, Elvys Linhares; Huet, Stéphane; Linhares, Andréa Carneiro; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Predicting the Semantic Textual Similarity with Siamese CNN and LSTM

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Huet, Stéphane; Linhares, Andréa Carneiro; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Predicting the Semantic Textual Similarity with Siamese CNN and LSTM

2018 | Conference paper
Contributors: Linhares Pontes, Elvys; Huet, Stéphane; Linhares, Andréa Carneiro; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks

2018 | Other
Contributors: González-Gallardo, Carlos-Emiliano; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

SummTriver: A new trivergent model to evaluate summaries automatically without human references

Data & Knowledge Engineering
2018 | Journal article
Contributors: Cabrera-Diego, Luis Adrian; Torres-Moreno, Juan-Manuel
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Transcripts Informativeness Study: An Approach Based on Automatic Summarization ; Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique

2018 | Conference paper
Contributors: González-Gallardo, Carlos-Emiliano; Hajjem, Malek; Sanjuan, Eric; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Transcripts Informativeness Study: An Approach Based on Automatic Summarization ; Étude de l'informativité des transcriptions : une approche basée sur le résumé automatique

2018 | Conference paper
Contributors: González-Gallardo, Carlos-Emiliano; Hajjem, Malek; Sanjuan, Eric; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

WiSeBE: Window-based Sentence Boundary Evaluation

2018 | Other
Contributors: González-Gallardo, Carlos-Emiliano; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

Étude de l’informativité des transcriptions : une approche basée sur le résumé automatique

2018 | Conference paper
Contributors: González-Gallardo, Carlos-Emiliano; Hajjem, Malek; SanJuan, Eric; Torres-Moreno, Juan-Manuel
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine

A German Corpus for Text Similarity Detection Tasks

2017 | Other
Contributors: Torres-Moreno, Juan-Manuel; Sierra, Gerardo; Peinl, Peter
Source: Self-asserted source
Juan-Manuel Torres-Moreno via BASE - Bielefeld Academic Search Engine
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Peer review (11 reviews for 7 publications/grants)

Review activity for ACM computing surveys. (1)
Review activity for ACM transactions on Internet technology. (2)
Review activity for Applied sciences. (2)
Review activity for IEEE access : (3)
Review activity for Language resources and evaluation. (1)
Review activity for Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat. (1)
Review activity for Pattern recognition. (1)