| Aya dataset: An open-access collection for multilingual instruction tuning S Singh, F Vargus, D Dsouza, BF Karlsson, A Mahendiran, WY Ko, ... Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 68 | 2024 |
| Disentangling neuron representations with concept vectors L O'Mahony, V Andrearczyk, H Müller, M Graziani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 14 | 2023 |
| Concept discovery and dataset exploration with singular value decomposition M Graziani, A Nguyen, L O’Mahony, H Müller, V Andrearczyk ICLR 2023 Workshop on Pitfalls of limited data and computation for …, 2023 | 7 | 2023 |
| Uncovering Unique Concept Vectors through Latent Space Decomposition M Graziani, L O'Mahony, AP Nguyen, H Müller, V Andrearczyk Transactions on Machine Learning Research, 2023 | 5 | 2023 |
| Attributing Mode Collapse in the Fine-Tuning of Large Language Models L O’Mahony, L Grinsztajn, H Schoelkopf, S Biderman ICLR 2024, Mathematical and Empirical Understanding of Foundation Models (ME …, 2024 | 2* | 2024 |
| Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models A Havrilla, A Dai, L O'Mahony, K Oostermeijer, V Zisler, A Albalak, F Milo, ... arXiv preprint arXiv:2412.02980, 2024 | 1 | 2024 |
| Towards Utilising a Range of Neural Activations for Comprehending Representational Associations L O'Mahony, NS Nikolov, DJP O'Sullivan arXiv preprint arXiv:2411.10019, 2024 | | 2024 |
| On the Detection of Anomalous or Out-of-Distribution Data in Vision Models Using Statistical Techniques L O’Mahony, DJP O’Sullivan, NS Nikolov The International Conference on Artificial Intelligence and Computer Vision …, 2023 | | 2023 |
