Quentin Malartic
Centre d'Enseignement et de Recherche en Environnement Atmosphérique(FR)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Climate variability and models, Neural Networks and Applications, Meteorological Phenomena and Simulations
Most-Cited Works
- → The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only(2023)156 cited
- → The Falcon Series of Open Language Models(2023)112 cited
- → Online learning of both state and dynamics using ensemble Kalman filters(2020)33 cited
- → State, global, and local parameter estimation using local ensemble Kalman filters: Applications to online machine learning of chaotic dynamics(2022)26 cited
- → AlGhafa Evaluation Benchmark for Arabic Language Models(2023)8 cited
- → A comparison of combined data assimilation and machine learning methods for offline and online model error correction(2021)4 cited
- → Model error correction with data assimilation and machine learning(2022)3 cited
- → State, global and local parameter estimation using local ensemble Kalman filters: applications to online machine learning of chaotic dynamics(2021)2 cited
- → Falcon2-11B Technical Report(2024)2 cited
- → A comparison of combined data assimilation and machine learning methods\n for offline and online model error correction(2021)