| 2026 | EACL | Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling. | Anas Belfathi, Nicolas Hernandez, Laura Monceaux, Warren Bonnard, Mary Catherine Lavissire, Christine Jacquin, Richard Dufour |
| 2025 | ACL | Identifying Reliable Evaluation Metrics for Scientific Text Revision. | Lane Jourdan, Nicolas Hernandez, Florian Boudin, Richard Dufour |
| 2025 | COLING | ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction. | Lane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez, Akiko Aizawa |
| 2025 | COLING | Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation. | Malek Yaich, Nicolas Hernandez |
| 2025 | ICAIL | Is Selective Masking A Key to Improving Domain Adaptation for Masked Language Model? | Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour |
| 2024 | COLING | CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. | Lane Isabelle Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour |
| 2023 | ICAIL | Enhancing Pre-Trained Language Models with Sentence Position Embeddings for Rhetorical Roles Recognition in Legal Opinions. | Anas Belfathi, Nicolas Hernandez, Laura Monceaux |
| 2023 | JURIX | Harnessing GPT-3.5-Turbo for Rhetorical Role Prediction in Legal Cases. | Anas Belfathi, Nicolas Hernandez, Laura Monceaux |
| 2022 | CSEDU | Exploring the Limits of Lexicon-based Natural Language Processing Techniques for Measuring Engagement and Predicting MOOC's Certification. | Esther Flix, Nicolas Hernandez, Issam Reba |
| 2020 | LREC | A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. | Salima Mdhaffar, Yannick Estve, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Graldine Damnati, Solen Quiniou, Nathalie Camelin |
| 2019 | Interspeech | Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. | Salima Mdhaffar, Yannick Estve, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou |
| 2019 | RANLP | Tweaks and Tricks for Word Embedding Disruptions. | Amir Hazem, Nicolas Hernandez |
| 2019 | RANLP | Meta-Embedding Sentence Representation for Textual Similarity. | Amir Hazem, Nicolas Hernandez |
| 2018 | LREC | A Multi-Domain Framework for Textual Similarity. A Case Study on Question-to-Question and Question-Answering Similarity Tasks. | Amir Hazem, Basma El Amel Boussaha, Nicolas Hernandez |
| 2018 | LREC | PyRATA, Python Rule-based feAture sTructure Analysis. | Nicolas Hernandez, Amir Hazem |
| 2017 | CICLING | Dialogue Act Taxonomy Interoperability Using a Meta-model. | Soufian Salim, Nicolas Hernandez, Emmanuel Morin |
| 2017 | RANLP | MappSent: a Textual Mapping Approach for Question-to-Question Similarity. | Amir Hazem, Basma El Amel Boussaha, Nicolas Hernandez |
| 2016 | LREC | Ubuntu-fr: A Large and Open Corpus for Multi-modal Analysis of Online Written Conversations. | Nicolas Hernandez, Soufian Salim, Elizaveta Loginova Clouet |
| 2012 | LREC | Tackling interoperability issues within UIMA work flows. | Nicolas Hernandez |
| 2006 | EACL | Recognizing Textual Parallelisms with Edit Distance and Similarity Degree. | Marie Gugan, Nicolas Hernandez |