Hugo Hernault

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 3

Top Topics

Echo State Networks

Efficient Implementation

Learning Scheme

Top Venues

Publications

Jérémie Cabessa, Hugo Hernault, Umer Mushtaq
In-Context Learning and Fine-Tuning GPT for Argument Mining. CoRR (2024)
Jérémie Cabessa, Hugo Hernault, Yves Lamonato, Mathieu Rochat, Yariv Z. Levy
The EsnTorch Library: Efficient Implementation of Transformer-Based Echo State Networks. ICONIP (7) (2022)
Jérémie Cabessa, Hugo Hernault, Heechang Kim, Yves Lamonato, Yariv Z. Levy
Efficient Text Classification with Echo State Networks. IJCNN (2021)
Pascal Kuyten, Hugo Hernault, Helmut Prendinger, Mitsuru Ishizuka
Evaluating HILDA in the CODA Project: A Case Study in Question Generation Using Automatic Discourse Analysis. AAAI Fall Symposium: Question Generation (2011)
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
Semi-supervised Discourse Relation Classification with Structural Learning. CICLing (1) (2011)
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations. SIGDIAL Conference (2010)
Hugo Hernault, Helmut Prendinger, David A. duVerle, Mitsuru Ishizuka
HILDA: A Discourse Parser Using Support Vector Machine Classification. Dialogue Discourse 1 (3) (2010)
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension. EMNLP (2010)
Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka
A Sequential Model for Discourse Segmentation. CICLing (2010)
Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka
From rhetorical structures to document structure: shallow pragmatic analysis for document engineering. ACM Symposium on Document Engineering (2009)
Gersende Georg, Hugo Hernault, Marc Cavazza, Helmut Prendinger, Mitsuru Ishizuka
Analysing Clinical Guidelines' Contents with Deontic and Rhetorical Structures. AIME (2009)
Hugo Hernault, Paul Piwek, Helmut Prendinger, Mitsuru Ishizuka
Generating Dialogues for Virtual Agents Using Nested Textual Coherence Relations. IVA (2008)
Paul Piwek, Hugo Hernault, Helmut Prendinger, Mitsuru Ishizuka
T2D: Generating Dialogues Between Virtual Agents Automatically from Text. IVA (2007)