Antoine Gourru

According to our database, Antoine Gourru authored at least 23 papers between 2018 and 2024.

Collaborative distances:

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

2024

Capturing Style in Author and Document Representation.

Enzo Terreau, Antoine Gourru, Julien Velcin

CoRR, 2024

An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms.

Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Variational Perspective on Fair Edge Prediction.

Antoine Gourru, Charlotte Laclau, Manvi Choudhary, Christine Largeron

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

Unsupervised stance detection for social media discussions: A generic baseline.

Maia Sutter, Antoine Gourru, Amine Trabelsi, Christine Largeron

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Derby LLM - Évaluation comparative des approches RAG et fine-tuning.

Christophe Bouvard, Mathieu Ciancone, Antoine Gourru, Marion Schaeffer

Proceedings of the 10ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2024

2023

Wikidata as a seed for Web Extraction.

Kunpeng Guo, Dennis Diefenbach, Antoine Gourru, Christophe Gravier

Proceedings of the ACM Web Conference 2023, 2023

An Investigation of Structures Responsible for Gender Bias in BERT and DistilBERT.

Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Christophe Gravier

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints.

Kunpeng Guo, Dennis Diefenbach, Antoine Gourru, Christophe Gravier

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Comment rendre un GNN plus équitable pour la prédiction de liens ?

Manvi Choudhary, Antoine Gourru, Charlotte Laclau, Christine Largeron

Proceedings of the Extraction et Gestion des Connaissances, 2023

Fair Text Classification with Wasserstein Independence.

Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Rémi Emonet, Christophe Gravier

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms.

Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi

CoRR, 2022

QAnswer: Towards Question Answering Search over Websites.

Kunpeng Guo, Clement Defretiere, Dennis Diefenbach, Christophe Gravier, Antoine Gourru

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Dynamic Gaussian Embedding of Authors.

Antoine Gourru, Julien Velcin, Christophe Gravier, Julien Jacques

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Apprentissage de représentations d'auteurs et de documents: approches probabilistes à partir de représentations pré-entraînées. (Representation Learning for authors and documents: probabilistic approaches using pretrained representations).

Antoine Gourru

PhD thesis, 2021

Apprentissage Conjoint de Représentations d'Auteurs et de Documents.

Antoine Gourru, Rohit Yadav, Julien Velcin

Proceedings of the Extraction et Gestion des Connaissances, 2021

Writing Style Author Embedding Evaluation.

Enzo Terreau, Antoine Gourru, Julien Velcin

Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021

2020

Behavioral differences: insights, explanations and comparisons of French and US Twitter usage during elections.

Ian Davidson, Antoine Gourru, Julien Velcin, Yue Wu

Soc. Netw. Anal. Min., 2020

Gaussian Embedding of Linked Documents from a Pretrained Semantic Space.

Antoine Gourru, Julien Velcin, Julien Jacques

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Document Network Projection in Pretrained Word Embedding Space.

Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques

Proceedings of the Advances in Information Retrieval, 2020

New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding.

Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin

Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020

2018

United We Stand: Using Multiple Strategies for Topic Labeling.

Antoine Gourru, Julien Velcin, Mathieu Roche, Christophe Gravier, Pascal Poncelet

Proceedings of the Natural Language Processing and Information Systems, 2018

The Cluster Description Problem - Complexity Results, Formulations and Approximations.

Ian Davidson, Antoine Gourru, S. S. Ravi

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Readitopics: Make Your Topic Models Readable via Labeling and Browsing.

Julien Velcin, Antoine Gourru, Erwan Giry-Fouquet, Christophe Gravier, Mathieu Roche, Pascal Poncelet

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018