| 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 | EDM | An EDM-based Multimodal Method for Assessing Learners' Affective States in Collaborative Crisis Management Serious Games. | Ibtissem Daoudi, Erwan Tranvouez, Raoudha Chebil, Bernard Espinasse, Wided Lejouad Chaari |
| 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 | 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 | RANLP | The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach. | Rinaldo Lima, Bernard Espinasse, Frederico Luiz Gonalves de Freitas |
| 2018 | SAC | Towards coherent single-document summarization: an integer linear programming-based approach. | Rodrigo Garcia, Rinaldo Lima, Bernard Espinasse, Hilrio Oliveira |
| 2015 | ICTAI | Relation Extraction from Texts with Symbolic Rules Induced by Inductive Logic Programming. | Rinaldo Lima, Bernard Espinasse, Fred Freitas |
| 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 | DEXA | CiDHouse: Contextual SemantIc Data WareHouses. | Selma Khouri, Lama El Saraj, Ladjel Bellatreche, Bernard Espinasse, Nabila Berkani, Sophie Rodier, Thrse Libourel |
| 2013 | DEXA | An Inductive Logic Programming-Based Approach for Ontology Population from the Web. | Rinaldo Lima, Bernard Espinasse, Hilrio Oliveira, Rafael Ferreira, Luciano de Souza Cabral, Dimas Filho, Fred Freitas, Ren Gadelha |
| 2013 | ICTAI | Information Extraction from the Web: An Ontology-Based Method Using Inductive Logic Programming. | Rinaldo Lima, Bernard Espinasse, Hilrio Oliveira, Laura Pentagrossa, Fred Freitas |
| 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 | An agent-based and organisation oriented software architecture for supply chains simulation. | Karam Mustapha, Erwan Tranvouez, Bernard Espinasse, Alain Ferrarini |
| 2010 | RCIS | Combining Agents and Wrapper Induction for Information Gathering on Restricted Web Domains. | Shereen Albitar, Bernard Espinasse, Sbastien Fournier |
| 2010 | RCIS | An Organization-Oriented Methodological Framework for Agent-Based Supply Chain Simulation. | Karam Mustapha, Erwan Tranvouez, Bernard Espinasse, Alain Ferrarini |
| 2010 | SAC | An adaptive information extraction system based on wrapper induction with POS tagging. | Rinaldo Lima, Bernard Espinasse, Frederico Luiz Gonalves de Freitas |
| 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 |