PADI-web: An Event-Based Surveillance System for Detecting, Classifying and Processing Online News. - Sarah Valentin; Elena Arsevska; Alizé Mercier; Sylvain Falala; Julien Rabatel; Renaud Lancelot; Mathieu Roche (LCT, 2017)

How to combine spatio-temporal and thematic features in online news for enhanced animal disease surveillance? - Sarah Valentin; Renaud Lancelot; Mathieu Roche (KES, 2018)

EpidNews: An Epidemiological News Explorer for Monitoring Animal Diseases. - Rohan Goel; Samiha Fadloun; Sarah Valentin; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (VINCI, 2018)

EpidNews : un explorateur de données épidémiologiques pour la surveillance des maladies animales. - Alexis Delaforge; Rohan Goel; Samiha Fadloun; Sarah Valentin; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (IC, 2019)

PADI-web: un système automatique multilingue pour la veille sanitaire internationale en santé animale. - Sarah Valentin; Mathieu Roche; Renaud Lancelot; Elena Arsevska; Alizé Mercier; Julien Rabatel; Sylvain Falala; Jocelyn De Goër (IC, 2019)

Information retrieval for animal disease surveillance: a pattern-based approach. - Sarah Valentin; Renaud Lancelot; Mathieu Roche (LOUHI@EMNLP, 2020)

Automated Processing of Multilingual Online News for the Monitoring of Animal Infectious Diseases. - Sarah Valentin; Renaud Lancelot; Mathieu Roche (MultiligualBIO@LREC, 2020)

PADI-web: A multilingual event-based surveillance system for monitoring animal infectious diseases. - Sarah Valentin; Elena Arsevska; Sylvain Falala; Jocelyn De Goër; Renaud Lancelot; Alizé Mercier; Julien Rabatel; Mathieu Roche (Comput. Electron. Agric., 2020)

EpidNews: Extracting, exploring and annotating news for monitoring animal diseases. - Rohan Goel; Sarah Valentin; Alexis Delaforge; Samiha Fadloun; Arnaud Sallaberry; Mathieu Roche; Pascal Poncelet (J. Comput. Lang., 2020)

Extraction and combination of epidemiological information from informal sources for animal infectious diseases surveillance. (Extraction et combinaison d'informations épidémiologiques à partir de sources informelles pour la veille des maladies infectieuses animales). - Sarah Valentin (2020)

Annotation of epidemiological information in animal disease-related news articles: guidelines. - Sarah Valentin; Elena Arsevska; Aline Vilain; Valérie De Waele; Renaud Lancelot; Mathieu Roche (CoRR, 2021)

ITEXT-BIO: Intelligent Term EXTraction for BIOmedical analysis. - Rodrique Kafando; Rémy Decoupes; Sarah Valentin; Lucile Sautot; Maguelonne Teisseire; Mathieu Roche (Health Inf. Sci. Syst., 2021)

How Textual Datasets Enhance the PADI-Web Tool? - Mathieu Roche; Elena Arsevska; Sarah Valentin; Sylvain Falala; Julien Rabatel; Renaud Lancelot (WEBIST, 2022)

Evaluation of Geographical Distortions in Language Models. - Rémy Decoupes; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire; Sarah Valentin (DS (1), 2024)

Integrating textual data for enhanced explanation of food crises at subnational scale. - Sarah Valentin; Edmond Odhiambo Menya; Roberto Interdonato; Mathieu Roche; Dickson Owuor (DS (LB), 2024)

Evaluation of Geographical Distortions in Language Models: A Crucial Step Towards Equitable Representations. - Rémy Decoupes; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire; Sarah Valentin (CoRR, 2024)

Extraction de connaissances à partir de données textuelles : application à la découverte de règles de changement d'usage des sols. - Sarah Valentin; Arthur Crespin-Boucaud; Grisel Quispe Aramayo; Christophe Peugeot; Maguelonne Teisseire (EGC, 2025)