Sequence Classification Based on Delta-Free Sequential Patterns. - Pierre Holat; Marc Plantevit; Chedy Raïssi; Nadi Tomeh; Thierry Charnois; Bruno Crémilleux (ICDM, 2014)

Classification de texte enrichie à l'aide de motifs séquentiels. - Pierre Holat; Nadi Tomeh; Thierry Charnois (TALN, 2015)

Weakly-Supervised Symptom Recognition for Rare Diseases in Biomedical Text. - Pierre Holat; Nadi Tomeh; Thierry Charnois; Delphine Battistelli; Marie-Christine Jaulent; Jean-Philippe Métivier (IDA, 2016)

Fouille de motifs et CRF pour la reconnaissance de symptômes dans les textes biomédicaux (Pattern mining and CRF for symptoms recognition in biomedical texts). - Pierre Holat; Nadi Tomeh; Thierry Charnois; Delphine Battistelli; Marie-Christine Jaulent; Jean-Philippe Métivier (JEP-TALN-RECITAL (2), 2016)

Fouille de motifs et modélisation statistique pour l'extraction de connaissances textuelles. (Pattern mining and machine learning for extracting textual information). - Pierre Holat (2018)

GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks. - Urchade Zaratiana; Nadi Tomeh; Pierre Holat; Thierry Charnois (ACL (student), 2022)

Method for Joining Information and Adapting Content from Gamified Systems and Serious Games in Organizations. - Mathieu Guinebert; Joël Fabiani; Melaine Cherdieu; Pierre Holat; Charlie Grosman (CSEDU (2), 2022)

Towards Automation of Topic Taxonomy Construction. - Yann Dauxais; Urchade Zaratiana; Matthieu Laneuville; Simon David Hernandez; Pierre Holat; Charlie Grosman (IDA, 2022)

High Dimensional Data Stream Clustering using Topological Representation Learning. - Maha Ben-Fares; Nistor Grozavu; Parisa Rastin; Pierre Holat (SSCI, 2022)

Hierarchical Transformer Model for Scientific Named Entity Recognition. - Urchade Zaratiana; Pierre Holat; Nadi Tomeh; Thierry Charnois (CoRR, 2022)

DyREx: Dynamic Query Representation for Extractive Question Answering. - Urchade Zaratiana; Niama El Khbir; Dennis Núñez Fernández; Pierre Holat; Nadi Tomeh; Thierry Charnois (CoRR, 2022)

Filtered Semi-Markov CRF. - Urchade Zaratiana; Nadi Tomeh; Niama El Khbir; Pierre Holat; Thierry Charnois (EMNLP (Findings), 2023)

Sélection globale de segments pour la reconnaissance d'entités nommées. - Urchade Zaratiana; Niama El Khbir; Pierre Holat; Nadi Tomeh; Thierry Charnois (CORIA-TALN (4), 2023)

An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction. - Urchade Zaratiana; Nadi Tomeh; Pierre Holat; Thierry Charnois (AAAI, 2024)

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer. - Urchade Zaratiana; Nadi Tomeh; Pierre Holat; Thierry Charnois (NAACL-HLT, 2024)

FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection. - Maha Ben-Fares; Urchade Zaratiana; Simon David Hernandez; Pierre Holat (SemEval@NAACL, 2024)

GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction. - Urchade Zaratiana; Nadi Tomeh; Niama El Khbir; Pierre Holat; Thierry Charnois (CoRR, 2024)

EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction. - Urchade Zaratiana; Nadi Tomeh; Yann Dauxais; Pierre Holat; Thierry Charnois (CoRR, 2024)

Online Clustering of Massive Text Data Streams. - Maha Ben-Fares; Parisa Rastin; Nistor Grozavu; Pierre Holat (SN Comput. Sci., 2025)