Antoine Simoulin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Semantic Representations

Top Venues

Publications

Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
Forward Learning of Graph Neural Networks. ICLR (2024)
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
Forward Learning of Graph Neural Networks. CoRR (2024)
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. CoRR (2024)
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection. NeurIPS (2023)
Antoine Simoulin, Nicolas Thiebaut, Karl Neuberger, Issam Ibnouhsein, Nicolas J.-B. Brunel, Raphaël Viné, Nicolas Bousquet, Jules Latapy, Nathalie Reix, Sébastien Molière, Massimo Lodi, Carole Mathelin
From free-text electronic health records to structured cohorts: Onconum, an innovative methodology for real-world data mining in breast cancer. Comput. Methods Programs Biomed. 240 (2023)
Antoine Simoulin, Benoît Crabbé
Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations. NAACL-HLT (Student Research Workshop) (2022)
Antoine Simoulin, Benoît Crabbé
Contrasting distinct structured views to learn sentence embeddings. EACL (Student Research Workshop) (2021)
Antoine Simoulin, Benoît Crabbé
How Many Layers and Why? An Analysis of the Model Depth in Transformers. ACL (student) (2021)
Antoine Simoulin, Benoît Crabbé
Un modèle Transformer Génératif Pré-entrainé pour le______ français (Generative Pre-trained Transformer in______ (French) We introduce a French adaptation from the well-known GPT model). TALN (1) (2021)
Nicolas Thiebaut, Antoine Simoulin, Karl Neuberger, Issam Ibnouhsein, Nicolas Bousquet, Nathalie Reix, Sébastien Molière, Carole Mathelin
An innovative solution for breast cancer textual big data analysis. CoRR (2017)