| 2026 | LREC | LegitimNarrate: A Dataset for Analyzing Legitimation Mechanisms in Crowdfunding Narratives. | Asmaa Lagrid, Sbastien Fournier, Benedicte Aldebert, Ali Ghods, Daisy Bertrand, Gael Leboeuf |
| 2025 | AISTATS | Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion. | Grigor Bezirganyan, Sana Sellami, Laure Berti-quille, Sbastien Fournier |
| 2025 | SIGIR | LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data. | Grigor Bezirganyan, Sana Sellami, Laure Berti-quille, Sbastien Fournier |
| 2022 | ICTAI | Context-aware Relation Classification based on Deep Learning. | Maha Mallek, Ramzi Guetari, Sbastien Fournier, Wided Lejouad Chaari, Bernard Espinasse |
| 2022 | KES | Mixing Static Word Embeddings and RoBERTa for Spatial Role Labeling. | Alaeddine Moussa, Sbastien Fournier, Khaoula Mahmoudi, Bernard Espinasse, Sami Faz |
| 2022 | LREC | DeepREF: A Framework for Optimized Deep Learning-based Relation Classification. | Igor Nascimento, Rinaldo Lima, Adrian-Gabriel Chifu, Bernard Espinasse, Sbastien Fournier |
| 2021 | KES | Spatial Role Labeling based on Improved Pre-trained Word Embeddings and Transfer Learning. | Alaeddine Moussa, Sbastien Fournier, Khaoula Mahmoudi, Bernard Espinasse, Sami Faz |
| 2020 | ICTAI | An Unsupervised Approach for Precise Context Identification from Unstructured Text Documents. | Maha Mallek, Sbastien Fournier, Ramzi Guetari, Bernard Espinasse, Wided Lejouad Chaari |
| 2020 | ICTIR | Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search. | Amal Htait, Sbastien Fournier, Patrice Bellot, Leif Azzopardi, Gabriella Pasi |
| 2020 | LREC | DeepNLPF: A Framework for Integrating Third Party NLP Tools. | Francisco Rodrigues, Rinaldo Lima, William Domingues, Robson do Nascimento Fidalgo, Adrian-Gabriel Chifu, Bernard Espinasse, Sbastien Fournier |
| 2019 | CICLING | On the Use of Dependencies in Relation Classification of Text with Deep Learning. | Bernard Espinasse, Sbastien Fournier, Adrian-Gabriel Chifu, Gal Guibon, Ren Azcurra, Valentin Mac |
| 2019 | CICLING | Sentiment Analysis and Sentence Classification in Long Book-Search Queries. | Amal Htait, Sbastien Fournier, Patrice Bellot |
| 2018 | DocEng | Measuring the Centrality of the References in Scientific Papers. | Anas Ollagnier, Sbastien Fournier, Patrice Bellot |
| 2018 | ECIR | Contradiction in Reviews: Is it Strong or Low? | Ismail Badache, Sbastien Fournier, Adrian-Gabriel Chifu |
| 2018 | ECIR | BIBLME RecSys: Harnessing Bibliometric Measures for a Scholarly Paper Recommender System. | Anas Ollagnier, Sbastien Fournier, Patrice Bellot |
| 2018 | SIGIR | Predicting Contradiction Intensity: Low, Strong or Very Strong? | Ismail Badache, Sbastien Fournier, Adrian-Gabriel Chifu |
| 2017 | KES | Harnessing Ratings and Aspect-Sentiment to Estimate Contradiction Intensity in Temporal-Related Reviews. | Ismail Badache, Sbastien Fournier, Adrian-Gabriel Chifu |
| 2016 | KES | SegChainW2V: Towards a Generic Automatic Video Segmentation Framework, Based on Lexical Chains of Audio Transcriptions and Word Embeddings. | Adrian-Gabriel Chifu, Sbastien Fournier |
| 2016 | LREC | Bilbo-Val: Automatic Identification of Bibliographical Zone in Papers. | Amal Htait, Sbastien Fournier, Patrice Bellot |
| 2014 | FlAIRS | Semantic Enrichments in Text Supervised Classification: Application to Medical Domain. | Shereen Albitar, Bernard Espinasse, Sbastien Fournier |
| 2014 | WISE | An Effective TF/IDF-Based Text-to-Text Semantic Similarity Measure for Text Classification. | Shereen Albitar, Sbastien Fournier, Bernard Espinasse |
| 2013 | RCIS | A multi-agent system for learner assessment in serious games: Application to learning processes in crisis management. | M'hammed Ali Oulhaci, Erwan Tranvouez, Sbastien Fournier, Bernard Espinasse |
| 2013 | WETICE | Intelligent Tutoring Systems and Serious Game for Crisis Management: A Multi-agents Integration Architecture. | M'hammed Ali Oulhaci, Erwan Tranvouez, Bernard Espinasse, Sbastien Fournier |
| 2012 | KES | Towards a Supervised Rocchio-based Semantic Classification of Web Pages. | Shereen Albitar, Bernard Espinasse, Sbastien Fournier |
| 2012 | WISE | The Impact of Conceptualization on Text Classification. | Shereen Albitar, Sbastien Fournier, Bernard Espinasse |
| 2011 | ETFA | Toward a methodology for disruption management - Reactive planning and scheduling based on a repair approach. | Alain Ferrarini, Aline Cauvin, Sbastien Fournier |
| 2011 | WETICE | A Cooperative Agent Based Scheduling Repair Method for Managing Disruptions in Complex Organisations. | Sbastien Fournier, Alain Ferrarini, Aline Cauvin |
| 2010 | PAAMS | A Multiagent Scheduling Repair Method for Disruption Management in Complex Socio-technical Organizations. | Sbastien Fournier, Alain Ferrarini |
| 2010 | RCIS | Combining Agents and Wrapper Induction for Information Gathering on Restricted Web Domains. | Shereen Albitar, Bernard Espinasse, Sbastien Fournier |
| 2010 | RCIS | A multiagent Decision Support System for scheduling repair - application to socio-technical organizations. | Sbastien Fournier, Alain Ferrarini, Erwan Tranvouez |
| 2008 | SAC | Agent and ontology based information gathering on restricted web domains with AGATHE. | Bernard Espinasse, Sbastien Fournier, Frederico Luiz Gonalves de Freitas |
| 2007 | RCIS | AGATHE: an Agent and Ontology based System for Restricted-Domain Information Gathering on the Web. | Bernard Espinasse, Sbastien Fournier, Frederico Luiz Gonalves de Freitas |
| 2002 | WISE | The Share-Loc Project: a WAP-based maritime location system. | Guilhem Desvignes, Gatan Lucas de Couville, Evtim Peytchev, Thomas Devogele, Sbastien Fournier, Christophe Claramunt |