Charles O'Neill

According to our database, Charles O'Neill authored at least 16 papers between 2008 and 2025.

Collaborative distances:

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

2025

Self-Attention as a Parametric Endofunctor: A Categorical Framework for Transformer Architectures.

Charles O'Neill

CoRR, January, 2025

2024

Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity.

Jack W. Miller, Charles O'Neill, Thang D. Bui

Trans. Mach. Learn. Res., 2024

Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders.

Charles O'Neill, David A. Klindt

CoRR, 2024

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy.

Kartheik Iyer, Mikaeel Yunus, Charles O'Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciuca, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie Field, Tirthankar Ghosal, Michele Ginolfi, Marc Huertas-Company, Maja Jablonska, Sandor Kruk, Huiling Liu, Gabriel Marchidan, Rohit Mistry, Jill P. Naiman, Joshua E. G. Peek, Mugdha Polimera, Sergio J. Rodríguez Méndez, Kevin Schawinski, Sanjib Sharma, Michael J. Smith, Yuan-Sen Ting, Mike Walmsley

CoRR, 2024

Disentangling Dense Embeddings with Sparse Autoencoders.

Charles O'Neill, Christine Ye, Kartheik Iyer, John F. Wu

CoRR, 2024

Designing an Evaluation Framework for Large Language Models in Astronomy Research.

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

CoRR, 2024

Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models.

Charles O'Neill, Thang D. Bui

CoRR, 2024

Measuring Sharpness in Grokking.

Jack W. Miller, Patrick Gleeson, Charles O'Neill, Thang D. Bui, Noam Levi

CoRR, 2024

AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets.

Ernest Perkowski, Rui Pan, Tuan Dung Nguyen, Yuan-Sen Ting, Sandor Kruk, Tong Zhang, Charlie O'Neill, Maja Jablonska, Zechang Sun, Michael J. Smith, Huiling Liu, Kevin Schawinski, Kartheik Iyer, Ioana Ciuca, UniverseTBD

CoRR, 2024

2023

AstroLLaMA: Towards Specialized Foundation Models in Astronomy.

Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciuca, Charlie O'Neill, Zechang Sun, Maja Jablonska, Sandor Kruk, Ernest Perkowski, Jack W. Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Rózanski, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J. Rodríguez Méndez, Thang D. Bui, Alyssa Goodman, Alberto Accomazzi, Jill P. Naiman, Jesse Cranney, Kevin Schawinski, UniverseTBD

CoRR, 2023

Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content.

Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting, Thang D. Bui

CoRR, 2023

Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation.

Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca, Jack W. Miller, Thang D. Bui

CoRR, 2023

Rice paddy disease classifications using CNNs.

Charles O'Neill

CoRR, 2023

2022

Eigenvalue initialisation and regularisation for Koopman autoencoders.

Jack W. Miller, Charles O'Neill, Navid C. Constantinou, Omri Azencot

CoRR, 2022

2008

Design and Development of an Interactive Sonification Interface for hearing Images.

Charles O'Neill, Kia Ng

Proceedings of the 2008 International Computer Music Conference, 2008

Hearing images: interactive sonification interface for images.

Charles O'Neill, Kia Ng

Proceedings of the Electronic Visualisation and the Arts, 2008