Sébastien Fournier

74 papers A* 2A 1B 18C 3Misc 3Journal 15Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EM-SEC: Efficient Multi-head Set-Valued Evidential Classification. ECML/PKDD (2) Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2025	A*	`conf`	LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data. SIGIR Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2025	A	`conf`	Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion. AISTATS Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2024	—	`conf`	CLEF 2024 Joker Task 1: Exploring Pun Detection Using The T5 Transformer Model. CLEF (Working Notes) Arina Gepalova, Adrian-Gabriel Chifu, Sébastien Fournier
2024	—	`conf`	Caractéristiques linguistiques pour la prédiction de la difficulté des phrases dans l'analyse de sentiment basée sur les aspects. CORIA Adrian-Gabriel Chifu, Sébastien Fournier
2024	J	`jnl`	LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data. CoRR Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2024	J	`jnl`	Linguistic features for sentence difficulty prediction in ABSA. CoRR Adrian-Gabriel Chifu, Sébastien Fournier
2024	B	`conf`	MixMAS: A Framework for Sampling-Based Mixer Architecture Search for Multimodal Fusion and Learning. IEEE Big Data Abdelmadjid Chergui, Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2024	J	`jnl`	MixMAS: A Framework for Sampling-Based Mixer Architecture Search for Multimodal Fusion and Learning. CoRR Abdelmadjid Chergui, Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2024	J	`jnl`	Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion. CoRR Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2024	J	`jnl`	Report on the 19th French Conference on Information Retrieval and Applications (CORIA 2024). SIGIR Forum Liana Ermakova, Philippe Mulhem, Antoine Doucet, Carlos-Emiliano González-Gallardo, Sébastien Fournier
2023	B	`conf`	M2-Mixer: A Multimodal Mixer with Multi-head Loss for Classification from Multimodal Data. IEEE Big Data Grigor Bezirganyan, Sana Sellami, Laure Berti-Équille, Sébastien Fournier
2022	—	`conf`	Accurate Context Extraction from Unstructured Text Based on Deep Learning. WI/IAT Maha Mallek, Ramzi Guetari, Sébastien Fournier, Wided Lejouad Chaari, Bernard Espinasse
2022	B	`conf`	Context-aware Relation Classification based on Deep Learning. ICTAI Maha Mallek, Ramzi Guetari, Sébastien Fournier, Wided Lejouad Chaari, Bernard Espinasse
2022	—	`conf`	Deep Unordered Composition for Multi-label Classification Applied to Skill Prediction. CIRCLE Yann Duperis, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier, Arthur Kuehn
2022	B	`conf`	DeepREF: A Framework for Optimized Deep Learning-based Relation Classification. LREC Igor Nascimento, Rinaldo Lima, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier
2022	B	`conf`	Mixing Static Word Embeddings and RoBERTa for Spatial Role Labeling. KES Alaeddine Moussa, Sébastien Fournier, Khaoula Mahmoudi, Bernard Espinasse, Sami Faïz
2021	B	`conf`	Spatial Role Labeling based on Improved Pre-trained Word Embeddings and Transfer Learning. KES Alaeddine Moussa, Sébastien Fournier, Khaoula Mahmoudi, Bernard Espinasse, Sami Faïz
2021	—	`conf`	Vers un système de recommandation de profils experts dans l'industrie des procédés. CORIA Yann Duperis, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier, Arthur Kuehn
2020	B	`conf`	An Unsupervised Approach for Precise Context Identification from Unstructured Text Documents. ICTAI Maha Mallek, Sébastien Fournier, Ramzi Guetari, Bernard Espinasse, Wided Lejouad Chaari
2020	B	`conf`	DeepNLPF: A Framework for Integrating Third Party NLP Tools. LREC Francisco Rodrigues, Rinaldo Lima, William Domingues, Robson do Nascimento Fidalgo, Adrian-Gabriel Chifu, Bernard Espinasse, Sébastien Fournier
2020	Misc	`conf`	Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search. ICTIR Amal Htait, Sébastien Fournier, Patrice Bellot, Leif Azzopardi, Gabriella Pasi
2019	—	`conf`	On the Use of Dependencies in Relation Classification of Text with Deep Learning. CICLing (2) Bernard Espinasse, Sébastien Fournier, Adrian-Gabriel Chifu, Gaël Guibon, René Azcurra, Valentin Macé
2019	—	`conf`	Sentiment Analysis and Sentence Classification in Long Book-Search Queries. CICLing (2) Amal Htait, Sébastien Fournier, Patrice Bellot
2018	—	`conf`	BIBLME RecSys: Harnessing Bibliometric Measures for a Scholarly Paper Recommender System. BIR@ECIR Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2018	—	`conf`	Contradiction in Reviews: Is it Strong or Low? BroDyn@ECIR Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2018	B	`conf`	Measuring the Centrality of the References in Scientific Papers. DocEng Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2018	A*	`conf`	Predicting Contradiction Intensity: Low, Strong or Very Strong? SIGIR Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2018	—	`conf`	Prédire l'intensité de contradiction dans les commentaires : faible, forte ou très forte? IC Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2018	J	`jnl`	Unsupervised Creation of Normalization Dictionaries for Micro-Blogs in Arabic, French and English. Computación y Sistemas Amal Htait, Sébastien Fournier, Patrice Bellot
2017	—	`conf`	Détection de contradiction dans les commentaires. CORIA Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2017	—	`conf`	Finding and Quantifying Temporal-Aware Contradiction in Reviews. AIRS Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2017	B	`conf`	Harnessing Ratings and Aspect-Sentiment to Estimate Contradiction Intensity in Temporal-Related Reviews. KES Ismail Badache, Sébastien Fournier, Adrian-Gabriel Chifu
2017	—	`conf`	Identification Semi-Automatique de Mots-Germes pour l'Analyse de Sentiments et son Intensité. CORIA Amal Htait, Sébastien Fournier, Patrice Bellot
2017	—	`conf`	LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification. SemEval@ACL Amal Htait, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	A Supervised Approach for Detecting Allusive Bibliographical References in Scholarly Publications. WIMS Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2016	B	`conf`	Bilbo-Val: Automatic Identification of Bibliographical Zone in Papers. LREC Amal Htait, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	Cascade de CRFs et SVM pour la détection de références bibliographiques diffuses dans les articles scientifiques. CORIA-CIFED Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	LSIS at SemEval-2016 Task 7: Using Web Search Engines for English and Arabic Unsupervised Sentiment Intensity Prediction. SemEval@NAACL-HLT Amal Htait, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	Linking Task: Identifying Authors and Book Titles in Verbose Queries. CLEF (Working Notes) Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	SBS 2016 : Combining Query Expansion Result and Books Information Score for Book Recommendation. CLEF (Working Notes) Amal Htait, Sébastien Fournier, Patrice Bellot
2016	—	`conf`	SegChain: Towards a generic automatic video segmentation framework, based on lexical chains of audio transcriptions. WIMS Adrian-Gabriel Chifu, Sébastien Fournier
2016	B	`conf`	SegChainW2V: Towards a Generic Automatic Video Segmentation Framework, Based on Lexical Chains of Audio Transcriptions and Word Embeddings. KES Adrian-Gabriel Chifu, Sébastien Fournier
2015	J	`jnl`	Analyse en dépendance et classification de requêtes en langue naturelle, application à la recommandation de livres. Trait. Autom. des Langues Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot
2015	—	`conf`	Improving Players' Assessment in Crisis Management Serious Games: The SIMFOR Project. ISCRAM-med M'hammed Ali Oulhaci, Erwan Tranvouez, Sébastien Fournier, Bernard Espinasse
2014	J	`jnl`	A MultiAgent Architecture for Collaborative Serious Game applied to Crisis Management Training: Improving Adaptability of Non Player Characters. EAI Endorsed Trans. Serious Games M'hammed Ali Oulhaci, Erwan Tranvouez, Sébastien Fournier, Bernard Espinasse
2014	—	`conf`	An Effective TF/IDF-Based Text-to-Text Semantic Similarity Measure for Text Classification. WISE (1) Shereen Albitar, Sébastien Fournier, Bernard Espinasse
2014	—	`conf`	Impact of the nature and size of the training set on performance in the automatic detection of named entities (Impact de la nature et de la taille des corpus d'apprentissage sur les performances dans la détection automatique des entités nommées) [in French]. TALN (2) Anaïs Ollagnier, Sébastien Fournier, Patrice Bellot, Frédéric Béchet
2014	Misc	`conf`	Semantic Enrichments in Text Supervised Classification: Application to Medical Domain. FLAIRS Shereen Albitar, Bernard Espinasse, Sébastien Fournier
2013	B	`conf`	A multi-agent system for learner assessment in serious games: Application to learning processes in crisis management. RCIS M'hammed Ali Oulhaci, Erwan Tranvouez, Sébastien Fournier, Bernard Espinasse
2013	C	`conf`	Intelligent Tutoring Systems and Serious Game for Crisis Management: A Multi-agents Integration Architecture. WETICE M'hammed Ali Oulhaci, Erwan Tranvouez, Bernard Espinasse, Sébastien Fournier
2012	—	`conf`	Conceptualization Effects on MEDLINE Documents Classification Using Rocchio Method. Web Intelligence Shereen Albitar, Sébastien Fournier, Bernard Espinasse
2012	J	`jnl`	Extraction adaptative d'information de pages web par règles d'extraction induites par apprentissage. Rev. d'Intelligence Artif. Bernard Espinasse, Rinaldo Lima, Shereen Albitar, Sébastien Fournier, Fred Freitas
2012	—	`conf`	LSIS at TREC 2012 Medical Track - Experiments With Conceptualization, a DFR Model and a Semantic Measure. TREC Hussam Hamdan, Shereen Albitar, Patrice Bellot, Bernard Espinasse, Sébastien Fournier
2012	B	`conf`	The Impact of Conceptualization on Text Classification. WISE Shereen Albitar, Sébastien Fournier, Bernard Espinasse
2012	—	`conf`	Towards a Semantic Classifier Committee based on Rocchio. STAIRS Shereen Albitar, Sébastien Fournier, Bernard Espinasse
2012	B	`conf`	Towards a Supervised Rocchio-based Semantic Classification of Web Pages. KES Shereen Albitar, Bernard Espinasse, Sébastien Fournier
2011	C	`conf`	A Cooperative Agent Based Scheduling Repair Method for Managing Disruptions in Complex Organisations. WETICE Sébastien Fournier, Alain Ferrarini, Aline Cauvin
2011	C	`conf`	Toward a methodology for disruption management - Reactive planning and scheduling based on a repair approach. ETFA Alain Ferrarini, Aline Cauvin, Sébastien Fournier
2010	—	`conf`	A Multiagent Scheduling Repair Method for Disruption Management in Complex Socio-technical Organizations. PAAMS (Special Sessions and Workshops) Sébastien Fournier, Alain Ferrarini
2010	B	`conf`	A multiagent Decision Support System for scheduling repair - application to socio-technical organizations. RCIS Sébastien Fournier, Alain Ferrarini, Erwan Tranvouez
2010	B	`conf`	Combining Agents and Wrapper Induction for Information Gathering on Restricted Web Domains. RCIS Shereen Albitar, Bernard Espinasse, Sébastien Fournier
2009	J	`jnl`	AGATHE: An Agent- and Ontology-Based System for Gathering Information about Restricted Web Domains. Int. J. E Bus. Res. Bernard Espinasse, Sébastien Fournier, Frederico Luiz Gonçalves de Freitas
2009	J	`jnl`	Collecte d'information sur domaines restreints du web à base d'agents et d'ontologies. Le système AGATHE. Rev. d'Intelligence Artif. Bernard Espinasse, Sébastien Fournier, Frederico Luiz Gonçalves de Freitas
2009	J	`jnl`	Des agents spatiaux pour l'intégration multi-échelle de modèles de dynamiques spatiales Application à la modélisation et la simulation de la dynamique du risque d'incendie de forêt. Rev. Int. Géomatique Eric Maillé, Bernard Espinasse, Sébastien Fournier
2008	Misc	`conf`	Agent and ontology based information gathering on restricted web domains with AGATHE. SAC Bernard Espinasse, Sébastien Fournier, Frederico Luiz Gonçalves de Freitas
2007	—	`conf`	AGATHE : une architecture générique à base d'agents et d'ontologies pour la collecte d'information sur domaines restreints du Web. CORIA Bernard Espinasse, Sébastien Fournier, Frederico Luiz Gonçalves de Freitas
2007	B	`conf`	AGATHE: an Agent and Ontology based System for Restricted-Domain Information Gathering on the Web. RCIS Bernard Espinasse, Sébastien Fournier, Frederico Luiz Gonçalves de Freitas
2007	J	`jnl`	GIS Technology for Maritime Traffic Systems. ERCIM News Cyril Ray, Thomas Devogele, Valérie Noyon, Mathieu Petit, Sébastien Fournier, Christophe Claramunt
2007	—	`conf`	Maritime GIS: From Monitoring to Simulation Systems. IF&GIS Christophe Claramunt, Thomas Devogele, Sébastien Fournier, Valérie Noyon, Mathieu Petit, Cyril Ray
2007	J	`jnl`	Un modAle de raisonnement spatial contextuel pour la navigation maritime. Rev. Int. Géomatique Sébastien Fournier, Christophe Claramunt, Thomas Devogele
2005	—	`—`	Intégration de la dimension spatiale au sein d'un modèle multi-agents à base de rôles pour la simulation : Application à la navigation maritime. Sébastien Fournier
2002	—	`conf`	The Share-Loc Project: a WAP-based maritime location system. WISE Workshops Guilhem Desvignes, Gaétan Lucas de Couville, Evtim Peytchev, Thomas Devogele, Sébastien Fournier, Christophe Claramunt
2002	J	`jnl`	Un nouveau système flexible et mobile d'aide à la navigation maritime. Rev. Int. Géomatique Augustin Blanchet, Amaury Chapelle, Guilhem Desvignes, Sébastien Fournier, Gaétan Lucas de Couville