A Proposal for a Multilingual Epidemic Surveillance System. - Gaël Lejeune; Mohamed Hatmi; Antoine Doucet; Silja Huttunen; Nadine Lucas (UCMedia, 2009)

DAnIEL: Language Independent Character-Based News Surveillance. - Gaël Lejeune; Romain Brixtel; Antoine Doucet; Nadine Lucas (JapTAL, 2012)

Détection de mots-clés par approches au grain caractère et au grain mot (Keywords extraction by repeated string analysis) [in French]. - Gaëlle Doualan; Mathieu Boucher; Romain Brixtel; Gaël Lejeune; Gaël Dias (DEFT@TALN, 2012)

Added-Value of Automatic Multilingual Text Analysis for Epidemic Surveillance. - Gaël Lejeune; Romain Brixtel; Charlotte Lecluze; Antoine Doucet; Nadine Lucas (AIME, 2013)

Any Language Early Detection of Epidemic Diseases from Web News Streams. - Romain Brixtel; Gaël Lejeune; Antoine Doucet; Nadine Lucas (ICHI, 2013)

Parallel areas detection in multi-documents for multilingual alignment (Détection de zones parallèles à l'intérieur de multi-documents pour l'alignement multilingue) [in French]. - Charlotte Lecluze; Romain Brixtel; Loïs Rigouste; Emmanuel Giguet; Régis Clouard; Gaël Lejeune; Patrick Constant (TALN (1), 2013)

DAnIEL, parsimonious yet high-coverage multilingual epidemic surveillance (DAnIEL : Veille épidémiologique multilingue parcimonieuse) [in French]. - Gaël Lejeune; Romain Brixtel; Charlotte Lecluze; Antoine Doucet; Nadine Lucas (TALN (3), 2013)

Veille épidémiologique multilingue : une approche parcimonieuse au grain caractèrefondée sur le genre textuel. (Multilingual epidemic surveillance : a parsimonious caracter-based approach). - Gaël Lejeune (2013)

DEFT2014, automatic analysis of literary and scientific texts in French (DEFT 2014, analyse automatique de textes littéraires et scientifiques en langue française) [in French]. - Charlotte Lecluze; Gaël Lejeune (DEFT@TALN, 2014)

Attribution d'Auteur : approche multilingue fondée sur les répétitions maximales. - Romain Brixtel; Charlotte Lecluze; Gaël Lejeune (TALN (long papers), 2015)

Évaluation intrinsèque et extrinsèque du nettoyage de pages Web. - Gaël Lejeune; Romain Brixtel; Charlotte Lecluze (TALN, 2015)

Vers un diagnostic d'ambiguïté des termes candidats d'un texte. - Gaël Lejeune; Béatrice Daille (TALN, 2015)

Multilingual event extraction for epidemic detection. - Gaël Lejeune; Romain Brixtel; Antoine Doucet; Nadine Lucas (Artif. Intell. Medicine, 2015)

Highlighting Psychological Features for Predicting Child Interjections During Story Telling. - Gaël Lejeune; François Rioult; Bruno Crémilleux (INTERSPEECH, 2016)

Ambiguity Diagnosis for Terms in Digital Humanities. - Béatrice Daille; Évelyne Jacquey; Gaël Lejeune; Luis Felipe Melo Mora; Yannick Toussaint (LREC, 2016)

Character Based Pattern Mining for Neology Detection. - Gaël Lejeune; Emmanuel Cartier (SWCN@EMNLP, 2017)

Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ). - Davide Buscaldi; Joseph Le Roux; Gaël Lejeune (CORIA-TALN-RJC (DeFT), 2018)

A New Proposal for Evaluating Web Page Cleaning Tools. - Gaël Lejeune; Lichao Zhu (Computación y Sistemas, 2018)

Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ). - Davide Buscaldi; Dhaou Ghoul; Joseph Le Roux; Gaël Lejeune (PFIA (Défi Fouille de Textes), 2019)

MICHAEL: Mining Character-level Patterns for Arabic Dialect Identification (MADAR Challenge). - Dhaou Ghoul; Gaël Lejeune (WANLP@ACL 2019, 2019)

Evaluating Lightweight Text Classification Approaches for Arabic Texts. - Dhaou Ghoul; Lichao Zhu; Gaël Lejeune (Res. Comput. Sci., 2019)

Out-of-the-Box and into the Ditch? Multilingual Evaluation of Generic Text Extraction Tools. - Adrien Barbaresi; Gaël Lejeune (WAC@LREC, 2020)

Impact Analysis of Document Digitization on Event Extraction. - Nhu Khoa Nguyen; Emanuela Boros; Gaël Lejeune; Antoine Doucet (NL4AI@AI*IA, 2020)

SinNer@Clef-Hipe2020 : Sinful adaptation of SotA models for Named Entity Recognition in French and German. - Pedro Javier Ortiz Suárez; Yoann Dupont; Gaël Lejeune; Tian Tian (CLEF (Working Notes), 2020)

Multilingual Epidemiological Text Classification: A Comparative Study. - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Adam Jatowt; Gaël Lejeune; Moses Odeo (COLING, 2020)

A Dataset for Multi-lingual Epidemiological Event Extraction. - Stephen Mutuvi; Antoine Doucet; Gaël Lejeune; Moses Odeo (LREC, 2020)

Que recèlent les données textuelles issues du web ? (What do text data from the Web have to hide ?). - Adrien Barbaresi; Gaël Lejeune (ETeRNAL@JEP-TALN-RECITAL, 2020)

Calcul de similarité entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ). - Davide Buscaldi; Ghazi Felhi; Dhaou Ghoul; Joseph Le Roux; Gaël Lejeune; Xudong Zhang (JEP-TALN-RECITAL (DEFT), 2020)

Bien choisir son outil d'extraction de contenu à partir du Web (Choosing the appropriate tool for Web Content Extraction ). - Gaël Lejeune; Adrien Barbaresi (JEP-TALN-RECITAL (Demos), 2020)

Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification. - Dhaou Ghoul; Gaël Lejeune (WANLP@COLING, 2020)

Data for "A Dataset for Multi-lingual Epidemiological Event Extraction". - Stephen Mutuvi; Antoine Doucet; Gaël Lejeune; Moses Odeo (Zenodo, 2020)

Étude comparative de méthodes de classification multilingue appliquées à l'épidémiologie. - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Gaël Lejeune; Adam Jatowt; Moses Odeo (CORIA, 2021)

Token-Level Multilingual Epidemic Dataset for Event Extraction. - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Gaël Lejeune; Adam Jatowt; Moses Odeo (TPDL, 2021)

Spatial Named Entity Recognition in Literary Texts: What is the Influence of OCR Noise? - Caroline Koudoro-Parfait; Gaël Lejeune; Glenn Roe (GeoHumanities@SIGSPATIAL, 2021)

Multilingual Epidemic Event Extraction. - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Gaël Lejeune; Adam Jatowt; Moses Odeo (ICADL, 2021)

Multilingual Epidemic Event Extraction : From Simple Classification Methods to Open Information Extraction (OIE) and Ontology. - Sihem Sahnoun; Gaël Lejeune (RANLP, 2021)

QUEER@DEFT2021 : Identification du Profil Clinique de Patients et Notation Automatique de Copies d'Étudiants (QUEER@DEFT2021 : Patients Clinical Profile Identification and Automatic Student Grading ). - Yoann Dupont; Carlos-Emiliano González-Gallardo; Gaël Lejeune; Alice Millour; Jean-Baptiste Tanguy (TALN (DEFT), 2021)

Transformer-based Methods with #Entities for Detecting Emergency Events on Social Media. - Emanuela Boros; Nhu Khoa Nguyen; Mickaël Coustaty; Antoine Doucet; Gaël Lejeune (TREC, 2021)

Sarcasm and Sentiment Detection in Arabic: investigating the interest of character-level features. - Dhaou Ghoul; Gaël Lejeune (WANLP, 2021)

L3i_LBPAM at the FinSim-2 task: Learning Financial Semantic Similarities with Siamese Transformers. - Nhu Khoa Nguyen; Emanuela Boros; Gaël Lejeune; Antoine Doucet; Thierry Delahaut (WWW (Companion Volume), 2021)

Twitter and the Dissemination of Information Related to the Access to Credit for Cancer Survivors - The Case of the "Right to Be Forgotten" in France. - Renaud Debailly; Hugo Jeanningros; Gaël Lejeune (HCI (14), 2022)

Adapting Transformers for Detecting Emergency Events on Social Media. - Emanuela Boros; Gaël Lejeune; Mickaël Coustaty; Antoine Doucet (KDIR, 2022)

Do we Name the Languages we Study? The #BenderRule in LREC and ACL articles. - Fanny Ducel; Karën Fort; Gaël Lejeune; Yves Lepage (LREC, 2022)

Utilizing Keywords Evolution in Context for Emerging Trend Detection in Scientific Publications. - Nhu Khoa Nguyen; Emanuela Boros; Gaël Lejeune; Antoine Doucet; Thierry Delahaut (SoICT, 2022)

Langues par défaut? Analyse contrastive et diachronique des langues non citées dans les articles de TALN et d'ACL (Contrastive and diachronic study of unmentioned (by default ?) languages in TALN and ACL We study the application of the #BenderRule in natural language processing articles, taking into account a contrastive and a diachronic dimensions, by examining the proceedings of two NLP conferences, TALN and ACL, over time). - Fanny Ducel; Karën Fort; Gaël Lejeune; Yves Lepage (TALN-RECITAL, 2022)

Fine-tuning de modèles de langues pour la veille épidémiologique multilingue avec peu de ressources (Fine-tuning Language Models for Low-resource Multilingual Epidemic Surveillance). - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Adam Jatowt; Gaël Lejeune; Moses Odeo (TALN-RECITAL, 2022)

Optimal Deep Neural Network-Based Model for Answering Visual Medical Question. - Karim Gasmi; Ibtihel Ben Ltaifa; Gaël Lejeune; Hamoud H. Alshammari; Lassaad Ben Ammar; Mahmood A. Mahmood (Cybern. Syst., 2022)

Assessing the impact of OCR noise on multilingual event detection over digitised documents. - Emanuela Boros; Nhu Khoa Nguyen; Gaël Lejeune; Antoine Doucet (Int. J. Digit. Libr., 2022)

De la variation linguistique et de son influence sur l'application de méthodes de Traitement Automatique des Langues. (On linguistic variation and its impact on Natural language Processing methods). - Gaël Lejeune (2023)

Mapping spatial named entities from noisy OCR output: Epimetheus from OCR to map. - Caroline Koudoro-Parfait; Motasem Alrahabi; Yoann Dupont; Gaël Lejeune; Glenn Roe (DH, 2023)

Analyzing the Impact of Tokenization on Multilingual Epidemic Surveillance in Low-Resource Languages. - Stephen Mutuvi; Emanuela Boros; Antoine Doucet; Gaël Lejeune; Adam Jatowt; Moses Odeo (ICDAR (3), 2023)

Reconnaissance de défigements dans des tweets en français par des mesures de similarité sur des alignements textuels. - Julien Bezançon; Gaël Lejeune (CORIA-TALN (1), 2023)

Contextualizing Emerging Trends in Financial News Articles. - Nhu Khoa Nguyen; Thierry Delahaut; Emanuela Boros; Antoine Doucet; Gaël Lejeune (CoRR, 2023)

Dialogue in Abridged Literary Texts in Japanese: Observations and Automatic Reproducibility. - Iglika Nikolova-Stoupak; Eva Schaeffer-Lacroix; Gaël Lejeune (LaCATODA@PRICAI, 2024)

Trois méthodes Sorbonne et SNCF pour la résolution de QCM (DEFT2024). - Tom Rousseau; Marceau Hernandez; Iglika Stoupak; Angelo Mendoca-Manhoso; Andrea Blivet; Chang Liu; Toufik Boubehbiz; Corina Chuteaux; Gaël Guibon; Gaël Lejeune; Luce Lefeuvre (DEFT@TALN, 2024)

A combined AraBERT and Voting Ensemble classifier model for Arabic sentiment analysis. - Dhaou Ghoul; Jérémy Patrix; Gaël Lejeune; Jérôme Verny (Nat. Lang. Process. J., 2024)

Lost in Variation: An Unsupervised Methodology for Mining Lexico-syntactic Patterns in Middle Arabic Texts. - Julien Bezançon; Rimane Karam; Gaël Lejeune (COLING Workshops, 2025)