Complexity-Based Phrase-Table Filtering for Statistical Machine Translation. - Nadi Tomeh; Nicola Cancedda; Marc Dymetman (MTSummit, 2009)

Refining Word Alignment with Discriminative Training. - Nadi Tomeh; Alexandre Allauzen; François Yvon; Guillaume Wisniewski (AMTA, 2010)

Discriminative Weighted Alignment Matrices For Statistical Machine Translation. - Nadi Tomeh; Alexandre Allauzen; François Yvon (EAMT, 2011)

How good are your phrases? assessing phrase quality with single class classification. - Nadi Tomeh; Marco Turchi; Guillaume Wisniewski; Alexandre Allauzen; François Yvon (IWSLT, 2011)

Estimation d'un modèle de traduction à partir d'alignements mot-à-mot non-déterministes (Estimating a translation model from non-deterministic word-to-word alignments). - Nadi Tomeh; Alexandre Allauzen; François Yvon (TALN (Articles longs), 2011)

Designing an Improved Discriminative Word Aligner. - Nadi Tomeh; Alexandre Allauzen; Thomas Lavergne; François Yvon (Int. J. Comput. Linguistics Appl., 2011)

Improving Relative-Entropy Pruning using Statistical Significance. - Wang Ling; Nadi Tomeh; Guang Xiang; Isabel Trancoso; Alan W. Black (COLING (Posters), 2012)

HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce. - Andrea Gesmundo; Nadi Tomeh (EACL, 2012)

Discriminative Alignment Models For Statistical Machine Translation. (Modèles Discriminants d'Alignement Pour La Traduction Automatique Statistique). - Nadi Tomeh (2012)

Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition. - Nadi Tomeh; Nizar Habash; Ryan Roth; Noura Farra; Pradeep Dasigi; Mona T. Diab (ACL (2), 2013)

A Web-based Annotation Framework For Large-Scale Text Correction. - Ossama Obeid; Wajdi Zaghouani; Behrang Mohit; Nizar Habash; Kemal Oflazer; Nadi Tomeh (IJCNLP, 2013)

Processing Spontaneous Orthography. - Ramy Eskander; Nizar Habash; Owen Rambow; Nadi Tomeh (HLT-NAACL, 2013)

Morphological Analysis and Disambiguation for Dialectal Arabic. - Nizar Habash; Ryan Roth; Owen Rambow; Ramy Eskander; Nadi Tomeh (HLT-NAACL, 2013)

Generalized Character-Level Spelling Error Correction. - Noura Farra; Nadi Tomeh; Alla Rozovskaya; Nizar Habash (ACL (2), 2014)

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

Large Scale Arabic Error Annotation: Guidelines and Framework. - Wajdi Zaghouani; Behrang Mohit; Nizar Habash; Ossama Obeid; Nadi Tomeh; Alla Rozovskaya; Noura Farra; Sarah Alkuhlani; Kemal Oflazer (LREC, 2014)

LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient. - Davide Buscaldi; Jorge García Flores; Joseph Le Roux; Nadi Tomeh; Belém Priego Sánchez (SemEval@COLING, 2014)

A Pipeline Approach to Supervised Error Correction for the QALB-2014 Shared Task. - Nadi Tomeh; Nizar Habash; Ramy Eskander; Joseph Le Roux (ANLP@EMNLP, 2014)

Maximum-entropy word alignment and posterior-based phrase extraction for machine translation. - Nadi Tomeh; Alexandre Allauzen; François Yvon (Mach. Transl., 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)

Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework. - Matthieu Constant; Joseph Le Roux; Nadi Tomeh (HLT-NAACL, 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)

Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations. - Yash Kankanampati; Joseph Le Roux; Nadi Tomeh; Dima Taji; Nizar Habash (COLING, 2020)

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

AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization. - Moussa Kamal Eddine; Nadi Tomeh; Nizar Habash; Joseph Le Roux; Michalis Vazirgiannis (WANLP@EMNLP, 2022)

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

Attention sur les spans pour l'analyse syntaxique en constituants. - Nicolas Floquet; Nadi Tomeh; Joseph Le Roux; Thierry Charnois (CORIA-TALN (2), 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)

Information Extraction with Differentiable Beam Search on Graph RNNs. - Niama El Khbir; Nadi Tomeh; Thierry Charnois (LREC/COLING, 2024)

Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods. - Quang Anh Nguyen; Nadi Tomeh; Mustapha Lebbah; Thierry Charnois; Hanene Azzag; Santiago Cordoba Muñoz (LREC/COLING, 2024)

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

Manual Verbalizer Enrichment for Few-Shot Text Classification. - Quang Anh Nguyen; Nadi Tomeh; Mustapha Lebbah; Thierry Charnois; Hanene Azzag; Santiago Cordoba Muñoz (CoRR, 2024)

Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement. - Nicolas Floquet; Joseph Le Roux; Nadi Tomeh; Thierry Charnois (NAACL (Short Papers), 2025)

Reasoning Strategies in Large Language Models: Can They Follow, Prefer, and Optimize? - Yanjian Zhang; Guillaume Wisniewski; Nadi Tomeh; Thierry Charnois (CoRR, 2025)