Laura O'Mahony

12 papers A 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations.
WACV
Laura O'Mahony, Nikola S. Nikolov, David J. P. O'Sullivan
2024 — conf
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning.
ACL (1)
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
2024 J jnl
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning.
CoRR
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
2024 J jnl
On the Detection of Anomalous or Out-Of-Distribution Data in Vision Models Using Statistical Techniques.
CoRR
Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov
2024 J jnl
Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models.
CoRR
Alex Havrilla, Andrew Dai, Laura O'Mahony, Koen Oostermeijer, Vera Zisler, Alon Albalak, Fabrizio Milo, Sharath Chandra Raparthy, Kanishk Gandhi, Baber Abbasi, Duy Phung, Maia Iyer, Dakota Mahan, Chase Blagden, Srishti Gureja, Mohammed Hamdy, Wen-Ding Li, Giovanni Paolini, Pawan Sasanka Ammanamanchi, Elliot Meyerson
2024 J jnl
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations.
CoRR
Laura O'Mahony, Nikola S. Nikolov, David JP O'Sullivan
2023 — conf
Disentangling Neuron Representations With Concept Vectors.
XAI4CV
Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023 — conf
Disentangling Neuron Representations with Concept Vectors.
CVPR Workshops
Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023 J jnl
Disentangling Neuron Representations with Concept Vectors.
CoRR
Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani
2023 — conf
On the Detection of Anomalous or Out-of-Distribution Data in Vision Models Using Statistical Techniques.
AICV
Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov
2023 J jnl
Uncovering Unique Concept Vectors through Latent Space Decomposition.
CoRR
Mara Graziani, Laura O'Mahony, An-phi Nguyen, Henning Müller, Vincent Andrearczyk
2023 J jnl
Uncovering Unique Concept Vectors through Latent Space Decomposition.
Trans. Mach. Learn. Res.
Mara Graziani, Laura O'Mahony, An-phi Nguyen, Henning Müller, Vincent Andrearczyk