ArabIE: Joint Entity, Relation and Event Extraction for Arabic. - Niama El Khbir; Nadi Tomeh; Thierry Charnois (WANLP@EMNLP, 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)

Information Extraction with Differentiable Beam Search on Graph RNNs. - Niama El Khbir; Nadi Tomeh; Thierry Charnois (LREC/COLING, 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)