Maxime Darrin

According to our database, Maxime Darrin authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

MolRGen: A Training and Evaluation Setting for De Novo Molecular Generation with Reasonning Models.

Philippe Formont, Maxime Darrin, Ismail Ben Ayed, Pablo Piantanida

CoRR, March, 2026

2025

Formal models of communication in automatic summarization. (Modèles formels de la communication en résumé automatique).

Maxime Darrin

PhD thesis, 2025

Learning Task-Agnostic Representations through Multi-Teacher Distillation.

Philippe Formont, Maxime Darrin, Banafsheh Karimian, Eric Granger, Jackie CK Cheung, Ismail Ben Ayed, Mohammadhadi Shateri, Pablo Piantanida

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism.

Olivier Beaumont, Raphaël Bourgouin, Maxime Darrin, Loris Marchal, Pablo Piantanida

Proceedings of the Euro-Par 2025: Parallel Processing, 2025

Statistical Deficiency for Task Inclusion Estimation.

Loïc Fosse, Frédéric Béchet, Benoît Favre, Géraldine Damnati, Gwénolé Lecorvé, Maxime Darrin, Philippe Formont, Pablo Piantanida

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

When is an Embedding Model More Promising than Another?

Maxime Darrin, Philippe Formont, Ismail Ben Ayed, Jackie CK Cheung, Pablo Piantanida

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Physics-Informed Dual Architecture Neural Networks for Enhanced Estimation of Drilling Dynamics.

Jeanne Redaud, Maxime Darrin, Nasser Kazemi, Jean Auriol

Proceedings of the IGARSS 2024, 2024

COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation.

Maxime Darrin, Philippe Formont, Jackie Chi Kit Cheung, Pablo Piantanida

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews.

Maxime Darrin, Ines Arous, Pablo Piantanida, Jackie Chi Kit Cheung

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection.

Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data.

Maxime Darrin, Pablo Piantanida, Pierre Colombo

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

2022

Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data.

Maxime Darrin, Pablo Piantanida, Pierre Colombo

CoRR, 2022