Charles O'Neill

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 9

Top Topics

Vector Space Model

Language Modelling

Top Venues

Trans. Mach. Learn. Res.

Publications

Jack W. Miller, Charles O'Neill, Thang D. Bui
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. Trans. Mach. Learn. Res. 2024 (2024)
John F. Wu, Alina Hyk, Kiera McCormick, Christine Ye, Simone Astarita, Elina Baral, Jo Ciuca, Jesse Cranney, Anjalie Field, Kartheik Iyer, Philipp Koehn, Jenn Kotler, Sandor Kruk, Michelle Ntampaka, Charles O'Neill, Joshua E. G. Peek, Sanjib Sharma, Mikaeel Yunus
Designing an Evaluation Framework for Large Language Models in Astronomy Research. CoRR (2024)
Charles O'Neill, Thang Bui
Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models. CoRR (2024)
Jack W. Miller, Patrick Gleeson, Charles O'Neill, Thang Bui, Noam Levi
Measuring Sharpness in Grokking. CoRR (2024)
Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting, Thang Bui
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content. CoRR (2023)
Jack W. Miller, Charles O'Neill, Thang Bui
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. CoRR (2023)
Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca, Jack W. Miller, Thang Bui
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation. CoRR (2023)
Charles O'Neill
Rice paddy disease classifications using CNNs. CoRR (2023)
Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot
Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR (2022)
Charles O'Neill, Kia Ng
Hearing images: interactive sonification interface for images. EVA (2008)
Charles O'Neill, Kia Ng
Design and Development of an Interactive Sonification Interface for hearing Images. ICMC (2008)