Yongxin Zhou

According to our database, Yongxin Zhou authored at least 16 papers between 2021 and 2026.

Collaborative distances:

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

2026

Automated Clinical Report Generation for Remote Cognitive Remediation: Comparing Knowledge-Engineered Templates and LLMs in Low-Resource Settings.

Yongxin Zhou, Fabien Ringeval, François Portet

CoRR, May, 2026

What Matters to an LLM? Behavioral and Computational Evidences from Summarization.

Yongxin Zhou, Changshun Wu, Philippe Mulhem, Didier Schwab, Maxime Peyrard

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

TempPerturb-Eval: On the Joint Effects of Internal Temperature and External Perturbations in RAG Robustness.

Yongxin Zhou, Philippe Mulhem, Didier Schwab

CoRR, December, 2025

GETALP@AutoMin 2025: Leveraging RAG to Answer Questions based on Meeting Transcripts.

Jeongwoo Kang, Markarit Vartampetian, Felix Herron, Yongxin Zhou, Diandra Fabre, Gabriela González Sáez

CoRR, August, 2025

Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals.

Yongxin Zhou, Fabien Ringeval, François Portet

Proceedings of the 18th International Natural Language Generation Conference, 2025

2024

Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains: Data.

Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab

Dataset, March, 2024

Affect-aware Natural Language Generation : application to dialogue and cognitive remediation session summarization in low-resource settings. (Approches sensibles à l'affect pour le résumé automatique de textes : application au dialogue et à la remédiation cognitive dans un contexte à faibles ressources).

Yongxin Zhou

PhD thesis, 2024

Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français.

Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esparança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab

Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024

Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains.

Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization.

Yongxin Zhou, Fabien Ringeval, François Portet

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization.

Yongxin Zhou, Fabien Ringeval, François Portet

CoRR, 2023

Evaluating Emotional Nuances in Dialogue Summarization.

Yongxin Zhou, Fabien Ringeval, François Portet

CoRR, 2023

A Survey of Evaluation Methods of Generated Medical Textual Reports.

Yongxin Zhou, Fabien Ringeval, François Portet

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

Effectiveness of French Language Models on Abstractive Dialogue Summarization Task.

Yongxin Zhou, François Portet, Fabien Ringeval

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

Towards an XAI-Assisted Third-Party Evaluation of AI Systems: Illustration on Decision Trees.

Yongxin Zhou, Matthieu Boussard, Agnès Delaborde

Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

THERADIA: Digital Therapies Augmented by Artificial Intelligence.

Franck Tarpin-Bernard, Joan Fruitet, Jean-Philippe Vigne, Patrick Constant, Hanna Chainay, Olivier Koenig, Fabien Ringeval, Béatrice Bouchot, Gérard Bailly, François Portet, Sina Alisamir, Yongxin Zhou, Jean Serre, Vincent Delerue, Hippolyte Fournier, Kévin Berenger, Isabella Zsoldos, Olivier Perrotin, Frédéric Elisei, Martin Lenglet, Charles Puaux, Léo Pacheco, Mélodie Fouillen, Didier Ghenassia

Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2021