A Natural Language Processing Approach for Avoidance of Feature Interactions. - Thierry Charnois (FIW, 1997)

Aspecto-Temporal Data and Lexical Representations in French within Simple Conceptual Graphs on the Basis of Semantico-Cognitive Schemes. - Tassadit Amghar; Thierry Charnois; Delphine Battistelli (ICCS, 2001)

Représenter le temps en langue dans le formalisme des graphes conceptuels une approche basée sur les schèmes sémantico-cognitifs. - Tassadit Amghar; Delphine Battistelli; Thierry Charnois (TALN (Articles longs), 2001)

Reasonning on Aspectual-Temporal Information in French within Conceptual Graphs. - Tassadit Amghar; Delphine Battistelli; Thierry Charnois (ICTAI, 2002)

Passage Extraction in Geographical Documents. - Frédérik Bilhaut; Thierry Charnois; Patrice Enjalbert; Yann Mathet (IIS, 2003)

Indexation discursive pour la navigation intradocumentaire : cadres temporels et spatiaux dans l'information géographique. - Frédérik Bilhaut; Lydia-Mai Ho-Dac; Andrée Borillo; Thierry Charnois; Patrice Enjalbert; Anne Le Draoulec; Yann Mathet; Hélène Miguet; Marie-Paule Péry-Woodley; Laure Sarda (TALN (Posters), 2003)

Jugements d'évaluation et constituants périphériques. - Agata Jackiewicz; Thierry Charnois; Stéphane Ferrari (TALN (Articles longs), 2009)

Motifs séquentiels pour l'extraction d'information : illustration sur le problème de la détection d'interactions entre gènes. - Marc Plantevit; Thierry Charnois (TALN (Articles longs), 2009)

Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern. - Marc Plantevit; Thierry Charnois; Jirí Kléma; Christophe Rigotti; Bruno Crémilleux (Int. J. Data Min. Model. Manag., 2009)

Sequential Data Mining for Information Extraction from Texts. - Thierry Charnois; Marc Plantevit; Christophe Rigotti; Bruno Crémilleux (Trait. Autom. des Langues, 2009)

Analyse de discours évaluatif, modèle linguistique et applications. - Stéphane Ferrari; Thierry Charnois; Yann Mathet; François Rioult; Dominique Legallois (Fouille de Données d'Opinions, 2009)

Sequential Patterns to Discover and Characterise Biological Relations. - Peggy Cellier; Thierry Charnois; Marc Plantevit (CICLing, 2010)

Recursive Sequence Mining to Discover Named Entity Relations. - Peggy Cellier; Thierry Charnois; Marc Plantevit; Bruno Crémilleux (IDA, 2010)

Fouille de données séquentielles d'itemsets pour l'apprentissage de patrons linguistiques. - Peggy Cellier; Thierry Charnois (TALN (Articles courts), 2010)

Accès à l'information : vers une hybridation fouille de données et traitement automatique des langues. - Thierry Charnois (2011)

Partial Orders and Logical Concept Analysis to Explore Patterns Extracted by Data Mining. - Peggy Cellier; Sébastien Ferré; Mireille Ducassé; Thierry Charnois (ICCS, 2011)

Calcul de réseaux phrastiques pour l'analyse et la navigation textuelle (Computing sentence networks for textual analysis and navigation). - Dominique Legallois; Peggy Cellier; Thierry Charnois (TALN (Articles courts), 2011)

Sequential pattern mining to discover relations between genes and rare diseases. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Marie-Christine Jaulent (CBMS, 2012)

Discovering Linguistic Patterns Using Sequence Mining. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (CICLing (1), 2012)

What about Sequential Data Mining Techniques to Identify Linguistic Patterns for Stylistics? - Solen Quiniou; Peggy Cellier; Thierry Charnois; Dominique Legallois (CICLing (1), 2012)

Fouille de graphes sous contraintes linguistiques pour l'exploration de grands textes (Graph Mining Under Linguistic Constraints to Explore Large Texts) [in French]. - Solen Quiniou; Peggy Cellier; Thierry Charnois; Dominique Legallois (JEP-TALN-RECITAL, 2012)

Combinaison d'approches pour l'extraction automatique d'événements (Automatic events extraction by combining multiple approaches) [in French]. - Laurie Serrano; Thierry Charnois; Stephan Brunessaux; Bruno Grilhères; Maroua Bouzid (JEP-TALN-RECITAL, 2012)

Extraction et agrégation automatique d'événements pour la veille en sources ouvertes : du texte à la connaissance. - Laurie Serrano; Maroua Bouzid; Thierry Charnois; Stephan Brunessaux; Bruno Grilhères (IC, 2013)

Events Extraction and Aggregation for Open Source Intelligence: From Text to Knowledge. - Laurie Serrano; Maroua Bouzid; Thierry Charnois; Stephan Brunessaux; Bruno Grilhères (ICTAI, 2013)

A Constraint Programming Approach for Mining Sequential Patterns in a Sequence Database. - Jean-Philippe Métivier; Samir Loudni; Thierry Charnois (CoRR, 2013)

Detección de destacados eventos en un corpus grande combinando técnicas para PLN y minería de datos. - Delphine Battistelli; Thierry Charnois; Jean-Luc Minel; Charles Teissèdre (Computación y Sistemas, 2013)

Minería de grafos bajo restricciones lingüísticas para exploración de textos grandes. - Solen Quiniou; Peggy Cellier; Thierry Charnois; Dominique Legallois (Computación y Sistemas, 2013)

Symptom extraction issue. - Laure Martin; Delphine Battistelli; Thierry Charnois (BioNLP@ACL, 2014)

Une approche PPC pour la fouille de données séquentielles. - Jean-Philippe Métivier; Samir Loudni; Thierry Charnois (EGC, 2014)

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

Mining Relevant Sequence Patterns with CP-Based Framework. - Amina Kemmar; Willy Ugarte; Samir Loudni; Thierry Charnois; Yahia Lebbah; Patrice Boizumault; Bruno Crémilleux (ICTAI, 2014)

Data Mining to Associate Scientific Papers with their Session Name (Fouille de données pour associer des noms de sessions aux articles scientifiques) [in French]. - Solen Quiniou; Peggy Cellier; Thierry Charnois (DEFT@TALN, 2014)

Identification of Shell Nouns, Signals of Discourse Organisation (Identification des noms sous-spécifiés, signaux de l'organisation discursive) [in French]. - Charlotte Roze; Thierry Charnois; Dominique Legallois; Stéphane Ferrari; Mathilde Salles (TALN (1), 2014)

Fouille de motifs séquentiels pour la découverte de relations entre gènes et maladies rares. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (Rev. d'Intelligence Artif., 2014)

Automatic Symptom Extraction from Texts to Enhance Knowledge Discovery on Rare Diseases. - Jean-Philippe Métivier; Laurie Serrano; Thierry Charnois; Bertrand Cuissart; Antoine Widlöcher (AIME, 2015)

PREFIX-PROJECTION Global Constraint for Sequential Pattern Mining. - Amina Kemmar; Samir Loudni; Yahia Lebbah; Patrice Boizumault; Thierry Charnois (CP, 2015)

Sequence mining under multiple constraints. - Nicolas Béchet; Peggy Cellier; Thierry Charnois; Bruno Crémilleux (SAC, 2015)

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

Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts. - Peggy Cellier; Thierry Charnois; Marc Plantevit; Christophe Rigotti; Bruno Crémilleux; Olivier Gandrillon; Jirí Kléma; Jean-Luc Manguin (J. Biomed. Semant., 2015)

A Global Constraint for Mining Sequential Patterns with GAP Constraint. - Amina Kemmar; Samir Loudni; Yahia Lebbah; Patrice Boizumault; Thierry Charnois (CPAIOR, 2016)

Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining. - Kata Gábor; Haïfa Zargayouna; Isabelle Tellier; Davide Buscaldi; Thierry Charnois (IDA, 2016)

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)

Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature. - Kata Gábor; Haïfa Zargayouna; Davide Buscaldi; Isabelle Tellier; Thierry Charnois (LREC, 2016)

Détection et classification non supervisées de relations sémantiques dans des articles scientifiques (Unsupervised Classification of Semantic Relations in Scientific Papers). - Kata Gábor; Isabelle Tellier; Thierry Charnois; Haïfa Zargayouna; Davide Buscaldi (JEP-TALN-RECITAL (2), 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)

Une contrainte globale pour l'extraction de motifs séquentiels. - Amina Kemmar; Yahia Lebbah; Samir Loudni; Patrice Boizumault; Thierry Charnois (Rev. d'Intelligence Artif., 2016)

Exploring Vector Spaces for Semantic Relations. - Kata Gábor; Haïfa Zargayouna; Isabelle Tellier; Davide Buscaldi; Thierry Charnois (EMNLP, 2017)

Classification of keyphrases from scientific publications using WordNet and word embeddings. - Davide Buscaldi; Simon David Hernandez; Thierry Charnois (VADOR@INFORSID, 2017)

LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model. - Simon David Hernandez; Davide Buscaldi; Thierry Charnois (SemEval@ACL, 2017)

Prefix-projection global constraint and top-k approach for sequential pattern mining. - Amina Kemmar; Yahia Lebbah; Samir Loudni; Patrice Boizumault; Thierry Charnois (Constraints An Int. J., 2017)

An Experimental Approach for Information Extraction in Multi-party Dialogue Discourse. - Pegah Alizadeh; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Albrecht Zimmermann (CICLing (1), 2018)

SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers. - Kata Gábor; Davide Buscaldi; Anne-Kathrin Schumann; Behrang QasemiZadeh; Haïfa Zargayouna; Thierry Charnois (SemEval@NAACL-HLT, 2018)

Étude Expérimentale d'Extraction d'Information dans des Retranscriptions de Réunions (An Experimental Approach For Information Extraction in Multi-Party Dialogue Discourse). - Pegah Alizadeh; Peggy Cellier; Thierry Charnois; Bruno Crémilleux; Albrecht Zimmermann (CORIA-TALN-RJC (TALN 2), 2018)

Apport des dépendances syntaxiques et des patrons séquentiels à l'extraction de relations (). - Kata Gábor; Nadège Lechevrel; Isabelle Tellier; Davide Buscaldi; Haïfa Zargayouna; Thierry Charnois (CORIA-TALN-RJC (TALN 2), 2018)

Fouille de texte et fouille de graphe appliquées à la recherche d'experts. - Stella Zevio; Guillaume Santini; Haïfa Zargayouna; Thierry Charnois (IC, 2019)

Deep Learning Enhanced with Graph Knowledge for Sentiment Analysis. - Fernando Lovera; Yudith Cardinale; Davide Buscaldi; Thierry Charnois; Masun Nabhan Homsi (DeepOntoNLP/X-SENTIMENT@ESWC, 2021)

GeSERA: General-domain Summary Evaluation by Relevance Analysis. - Jessica López Espejel; Gaël de Chalendar; Jorge García Flores; Thierry Charnois; Iván Vladimir Meza Ruíz (RANLP, 2021)

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

Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm. - Xudong Zhang; Joseph Le Roux; Thierry Charnois (AACL/IJCNLP (1), 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)

A Knowledge Graph-Based Method for the Geolocation of Tweets. - Fernando Lovera; Yudith Cardinale; Davide Buscaldi; Thierry Charnois (Intelligent Environments (Workshops), 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)

Towards a Novel Approach for Knowledge Base Population Using Distant Supervision. - Juan-Luis García-Mendoza; Davide Buscaldi; Lázaro Bustio-Martínez; Kata Gábor; Haïfa Zargayouna; Thierry Charnois; Vitali Herrera-Semenets (MCPR, 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)