Antoine Ly

According to our database, Antoine Ly authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures.

Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro

CoRR, July, 2025

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain.

Benno Uthayasooriyar, Antoine Ly, Franck Vermet, Caio Corro

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2023

AI and ethics in insurance: a new solution to mitigate proxy discrimination in risk modeling.

Marguerite Sauce, Antoine Chancel, Antoine Ly

CoRR, 2023

2022

Applying Machine Learning to Life Insurance: some knowledge sharing to master it.

Antoine Chancel, Laura Bradier, Antoine Ly, Razvan Ionescu, Laurene Martin, Marguerite Sauce

CoRR, 2022

Model Transparency and Interpretability : Survey and Application to the Insurance Industry.

Dimitri Delcaillau, Antoine Ly, Alizé Papp, Franck Vermet

CoRR, 2022

2020

A survey on natural language processing (NLP) and applications in insurance.

Antoine Ly, Benno Uthayasooriyar, Tingting Wang

CoRR, 2020

Interpretabilité des modèles : état des lieux des méthodes et application à l'assurance.

Dimitri Delcaillau, Antoine Ly, Franck Vermet, Alizé Papp

CoRR, 2020