Parcourir par Mots clés libres

Explainable epidemiological thematic features for event based disease surveillance. Menya Edmond, Interdonato Roberto, Owuor Dickson, Roche Mathieu. 2024. Expert Systems with Applications, 250:123894, 21 p.

Fusion of BERT embeddings and elongation-driven features. Rafae Abderrahim, Erritali Mohammed, Roche Mathieu. 2024. Multimedia Tools and Applications, 83 : 80773-80797.

GeoNLPlify: A spatial data augmentation enhancing text classification for crisis monitoring. Decoupes Rémy, Roche Mathieu, Teisseire Maguelonne. 2024. Intelligent Data Analysis, 28 (2) : 507-531.

EpidGPT: A combined strategy to discriminate between redundant and new information for epidemiological surveillance systems. Menya Edmond, Roche Mathieu, Interdonato Roberto, Owuor Dickson. 2024. In : Natural language processing and information systems: 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25–27, 2024, Proceedings, Part I. Rapp Amon (ed.), Di Caro Luigi (ed.), Meziane Farid (ed.), Sugumaran Vijayan (ed.). Cham : Springer, 439-454. (Lecture Notes in Computer Science, 14762) ISBN 978-3-031-70238-9 Natural Language Processing and Information Systems (NLDB 2024), Turin, Italie, 25 Juin 2024/27 Juin 2024.

Semantically-informed domain adaptation for named entity recognition. Borovikova Mariya, Ferré Arnaud, Bossy Robert, Roche Mathieu, Nédellec Claire. 2024. In : Foundations of intelligent systems: 27th International Symposium, ISMIS 2024, Poitiers, France, June 17-19, 2024, Proceedings. Appice Annalisa (ed.), Azzag Hanane (ed.), Hacid Mohand-Said (ed.), Hadjali Allel (ed.), Ras Zbigniew (ed.). Cham : Springer, 55-64. (Lecture Notes in Artificial Intelligence, 14670) ISBN 978-3-031-62699-9 International Symposium on Methodologies for Intelligent Systems (ISMIS 2024). 27, Poitiers, France, 17 Juin 2024/19 Juin 2024.

Could key word masking strategy improve language model? Borovikova Mariya, Ferré Arnaud, Bossy Robert, Roche Mathieu, Nédellec Claire. 2023. In : Natural language processing and information systems: 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Derby, UK, June 21–23, 2023, Proceedings. Métais Elisabeth (ed.), Meziane Farid (ed.), Sugumaran Vijayan (ed.) , Manning Warren (ed.) , Reiff-Marganiec Stephan (ed.). Cham : Springer, 271-284. (Lecture Notes in Computer Science, 13913) ISBN 978-3-031-35319-2 International Conference on Applications of Natural Language to Information Systems (NLDB 2023). 28, Derby, Royaume-Uni, 21 Juin 2023/23 Juin 2023.

Fouille de textes et Intelligence Artificielle pour l'agriculture numérique. Roche Mathieu. 2024. . Institut Agro Montpellier, INRAE, CIRAD, AgroParisTech, Agreenium. Montpellier : Institut Agro Montpellier, Résumé, 1 p. Séminaire de l'Ecole Internationale de Recherche d'Agreenium (EIR-A 2024). 13, Montpellier, France, 3 Juin 2024/7 Juin 2024.