| 2025 | COLING | Argument Mining with Fine-Tuned Large Language Models. | Jrmie Cabessa, Hugo Hernault, Umer Mushtaq |
| 2022 | ICONIP | The EsnTorch Library: Efficient Implementation of Transformer-Based Echo State Networks. | Jrmie Cabessa, Hugo Hernault, Yves Lamonato, Mathieu Rochat, Yariv Z. Levy |
| 2021 | IJCNN | Efficient Text Classification with Echo State Networks. | Jrmie Cabessa, Hugo Hernault, Heechang Kim, Yves Lamonato, Yariv Z. Levy |
| 2011 | CICLING | Semi-supervised Discourse Relation Classification with Structural Learning. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2010 | CICLING | A Sequential Model for Discourse Segmentation. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2010 | EMNLP | A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2010 | SIGdial | Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations. | Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka |
| 2009 | AIME | Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures. | Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka |
| 2009 | DocEng | From rhetorical structures to document structure: shallow pragmatic analysis for document engineering. | Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka |
| 2008 | IVA | Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations. | Hugo Hernault, Paul Piwek, Helmut Prendinger, Mitsuru Ishizuka |
| 2007 | IVA | T2D: Generating Dialogues Between Virtual Agents Automatically from Text. | Paul Piwek, Hugo Hernault, Helmut Prendinger, Mitsuru Ishizuka |