T2D: Generating Dialogues Between Virtual Agents Automatically from Text. - Paul Piwek; Hugo Hernault; Helmut Prendinger; Mitsuru Ishizuka (IVA, 2007)

Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations. - Hugo Hernault; Paul Piwek; Helmut Prendinger; Mitsuru Ishizuka (IVA, 2008)

Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures. - Gersende Georg; Hugo Hernault; Marc Cavazza; Helmut Prendinger; Mitsuru Ishizuka (AIME, 2009)

From rhetorical structures to document structure: shallow pragmatic analysis for document engineering. - Gersende Georg; Hugo Hernault; Marc Cavazza; Helmut Prendinger; Mitsuru Ishizuka (ACM Symposium on Document Engineering, 2009)

A Sequential Model for Discourse Segmentation. - Hugo Hernault; Danushka Bollegala; Mitsuru Ishizuka (CICLing, 2010)

A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. - Hugo Hernault; Danushka Bollegala; Mitsuru Ishizuka (EMNLP, 2010)

Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations. - Hugo Hernault; Danushka Bollegala; Mitsuru Ishizuka (SIGDIAL Conference, 2010)

HILDA: A Discourse Parser Using Support Vector Machine Classification. - Hugo Hernault; Helmut Prendinger; David A. duVerle; Mitsuru Ishizuka (Dialogue Discourse, 2010)

Evaluating HILDA in the CODA Project: A Case Study in Question Generation Using Automatic Discourse Analysis. - Pascal Kuyten; Hugo Hernault; Helmut Prendinger; Mitsuru Ishizuka (AAAI Fall Symposium: Question Generation, 2011)

Semi-supervised Discourse Relation Classification with Structural Learning. - Hugo Hernault; Danushka Bollegala; Mitsuru Ishizuka (CICLing (1), 2011)

Efficient Text Classification with Echo State Networks. - Jérémie Cabessa; Hugo Hernault; Heechang Kim; Yves Lamonato; Yariv Z. Levy (IJCNN, 2021)

The EsnTorch Library: Efficient Implementation of Transformer-Based Echo State Networks. - Jérémie Cabessa; Hugo Hernault; Yves Lamonato; Mathieu Rochat; Yariv Z. Levy (ICONIP (7), 2022)

Argument Mining in BioMedicine: Zero-Shot, In-Context Learning and Fine-tuning with LLMs. - Jérémie Cabessa; Hugo Hernault; Umer Mushtaq (CLiC-it, 2024)

In-Context Learning and Fine-Tuning GPT for Argument Mining. - Jérémie Cabessa; Hugo Hernault; Umer Mushtaq (CoRR, 2024)

Argument Mining with Fine-Tuned Large Language Models. - Jérémie Cabessa; Hugo Hernault; Umer Mushtaq (COLING, 2025)