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

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

Cross-Dialectal Named Entity Recognition in Arabic. - Niama El Khbir; Urchade Zaratiana; Nadi Tomeh; Thierry Charnois (ArabicNLP, 2023)

LIPN at WojoodNER shared task: A Span-Based Approach for Flat and Nested Arabic Named Entity Recognition. - Niama El Khbir; Urchade Zaratiana; Nadi Tomeh; Thierry Charnois (ArabicNLP, 2023)

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

Lost or Liberated? A Dive into Bidirectional Transformer LMs Without Positional Encoding. - Urchade Zaratiana (Tiny Papers @ ICLR, 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)

Prédiction structurée basée sur des segments pour l'extraction de graphes d'information. (Span-based structured prediction for information graph extraction). - Urchade Zaratiana (2024)

GLiNER2: An Efficient Multi-Task Information Extraction System with Schema-Driven Interface. - Urchade Zaratiana; Gil Pasternak; Oliver Boyd; George Hurn-Maloney; Ash Lewis (CoRR, 2025)