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2020 – today
- 2024
[c3]Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Vu Chien, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker:
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. ACL (1) 2024: 11521-11567- [i5]Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje F. Karlsson
, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Chien Vu, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker:
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. CoRR abs/2402.06619 (2024) - [i4]Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov:
On the Detection of Anomalous or Out-Of-Distribution Data in Vision Models Using Statistical Techniques. CoRR abs/2403.15497 (2024) - [i3]Laura O'Mahony, Nikola S. Nikolov, David JP O'Sullivan:
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations. CoRR abs/2411.10019 (2024) - 2023
- [j1]Mara Graziani, Laura O'Mahony, An-Phi Nguyen, Henning Müller, Vincent Andrearczyk:
Uncovering Unique Concept Vectors through Latent Space Decomposition. Trans. Mach. Learn. Res. 2023 (2023) - [c2]Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov:
On the Detection of Anomalous or Out-of-Distribution Data in Vision Models Using Statistical Techniques. AICV 2023: 426-435 - [c1]Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani:
Disentangling Neuron Representations with Concept Vectors. CVPR Workshops 2023: 3770-3775 - [i2]Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani:
Disentangling Neuron Representations with Concept Vectors. CoRR abs/2304.09707 (2023) - [i1]Mara Graziani, Laura O'Mahony, An-Phi Nguyen, Henning Müller, Vincent Andrearczyk:
Uncovering Unique Concept Vectors through Latent Space Decomposition. CoRR abs/2307.06913 (2023)
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