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Charles O'Neill
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2020 – today
- 2024
- [j1]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) - [i12]Ernest Perkowski, Rui Pan, Tuan Dung Nguyen, Yuan-Sen Ting
, Sandor Kruk, Tong Zhang, Charlie O'Neill, Maja Jablonska, Zechang Sun, Michael J. Smith
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets. CoRR abs/2401.01916 (2024) - [i11]Jack W. Miller, Patrick Gleeson, Charles O'Neill, Thang D. Bui, Noam Levi:
Measuring Sharpness in Grokking. CoRR abs/2402.08946 (2024) - [i10]Charles O'Neill, Thang D. Bui:
Sparse Autoencoders Enable Scalable and Reliable Circuit Identification in Language Models. CoRR abs/2405.12522 (2024) - [i9]John F. Wu
Designing an Evaluation Framework for Large Language Models in Astronomy Research. CoRR abs/2405.20389 (2024) - [i8]Charles O'Neill, Christine Ye, Kartheik Iyer, John F. Wu
Disentangling Dense Embeddings with Sparse Autoencoders. CoRR abs/2408.00657 (2024) - [i7]Kartheik Iyer, Mikaeel Yunus
pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy. CoRR abs/2408.01556 (2024) - 2023
- [i6]Charles O'Neill:
Rice paddy disease classifications using CNNs. CoRR abs/2303.08415 (2023) - [i5]Charles O'Neill, Yuan-Sen Ting
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation. CoRR abs/2308.07645 (2023) - [i4]Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content. CoRR abs/2308.13768 (2023) - [i3]Tuan Dung Nguyen, Yuan-Sen Ting
AstroLLaMA: Towards Specialized Foundation Models in Astronomy. CoRR abs/2309.06126 (2023) - [i2]Jack W. Miller, Charles O'Neill, Thang D. Bui:
Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity. CoRR abs/2310.17247 (2023) - 2022
- [i1]Jack W. Miller, Charles O'Neill, Navid C. Constantinou
Eigenvalue initialisation and regularisation for Koopman autoencoders. CoRR abs/2212.12086 (2022)
2000 – 2009
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