Hugo Hernault

According to our database, Hugo Hernault authored at least 13 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

In-Context Learning and Fine-Tuning GPT for Argument Mining.

Jérémie Cabessa, Hugo Hernault, Umer Mushtaq

CoRR, 2024

2022

The EsnTorch Library: Efficient Implementation of Transformer-Based Echo State Networks.

Jérémie Cabessa, Hugo Hernault, Yves Lamonato, Mathieu Rochat, Yariv Z. Levy

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Efficient Text Classification with Echo State Networks.

Jérémie Cabessa, Hugo Hernault, Heechang Kim, Yves Lamonato, Yariv Z. Levy

Proceedings of the International Joint Conference on Neural Networks, 2021

2011

Semi-supervised Discourse Relation Classification with Structural Learning.

Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Evaluating HILDA in the CODA Project: A Case Study in Question Generation Using Automatic Discourse Analysis.

Pascal Kuyten, Hugo Hernault, Helmut Prendinger, Mitsuru Ishizuka

Proceedings of the Question Generation, 2011

2010

HILDA: A Discourse Parser Using Support Vector Machine Classification.

Hugo Hernault, Helmut Prendinger, David A. duVerle, Mitsuru Ishizuka

Dialogue Discourse, 2010

Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations.

Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka

Proceedings of the SIGDIAL 2010 Conference, 2010

A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension.

Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A Sequential Model for Discourse Segmentation.

Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009

From rhetorical structures to document structure: shallow pragmatic analysis for document engineering.

Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka

Proceedings of the 2009 ACM Symposium on Document Engineering, 2009

Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures.

Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka

Proceedings of the Artificial Intelligence in Medicine, 2009

2008

Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations.

Hugo Hernault, Paul Piwek, Helmut Prendinger, Mitsuru Ishizuka

Proceedings of the Intelligent Virtual Agents, 8th International Conference, 2008

2007

T2D: Generating Dialogues Between Virtual Agents Automatically from Text.

Paul Piwek, Hugo Hernault, Helmut Prendinger, Mitsuru Ishizuka

Proceedings of the Intelligent Virtual Agents, 7th International Conference, 2007