Farrell, Eoin
- SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability
2025/03/12 by Adam Karvonen, Can Rager, Karvonen, Adam +25 · 32 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Applying sparse autoencoders to unlearn knowledge in language models
2024/10/25 by Farrell, Eoin, Arthur Conmy, Lau, Yeu-Tong +1 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Explaining the high nitrogen abundances observed in high-z galaxies via population III stars of a few thousand solar masses
2024/02/05 by Devesh Nandal, John A. Regan, Nandal, Devesh +9 · 4 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Critical accretion rates for rapidly growing massive Population III stars
2023/06/29 by Devesh Nandal, John A. Regan, Nandal, Devesh +9 · 4 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysical Phenomena and Observations #Astrophysics and Star Formation Studies #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Solar and Stellar Astrophysics (astro-ph.SR)
- A method for non-linear inversion of the stellar structure applied to gravity-mode pulsators
2024/04/18 by Farrell, Eoin, Buldgen, Gaël, Meynet, Georges +3 · 2 citations
#FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)