| 2023 | ACL | Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. | James O'Neill, Sourav Dutta |
| 2023 | IJCNN | Gradient Sparsification For Masked Fine-Tuning of Transformers. | James O'Neill, Sourav Dutta |
| 2023 | SIGIR | Improved Vector Quantization For Dense Retrieval with Contrastive Distillation. | James O'Neill, Sourav Dutta |
| 2022 | ACL | Aligned Weight Regularizers for Pruning Pretrained Neural Networks. | James O'Neill, Sourav Dutta, Haytham Assem |
| 2022 | IJCAI | A Survey on Word Meta-Embedding Learning. | Danushka Bollegala, James O'Neill |
| 2021 | ACML | Layer-Wise Neural Network Compression via Layer Fusion. | James O'Neill, Greg Ver Steeg, Aram Galstyan |
| 2021 | EMNLP | I Wish I Would Have Loved This One, But I Didn't - A Multilingual Dataset for Counterfactual Detection in Product Review. | James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala |
| 2020 | ECAI | Meta-Embedding as Auxiliary Task Regularization. | James O'Neill, Danushka Bollegala |
| 2020 | LREC | Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering. | Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen |
| 2019 | IJCAI | Tick Parasitism Classification from Noisy Medical Records. | James O'Neill, Danushka Bollegala, Peter-J. Noble, Alan David Radford |
| 2018 | AAAI | Few Shot Transfer Learning BetweenWord Relatedness and Similarity Tasks Using A Gated Recurrent Siamese Network. | James O'Neill, Paul Buitelaar |
| 2017 | AIME | Accurate Bayesian Prediction of Cardiovascular-Related Mortality Using Ambulatory Blood Pressure Measurements. | James O'Neill, Michael G. Madden, Eamon Dolan |
| 2017 | ICAIL | Classifying sentential modality in legal language: a use case in financial regulations, acts and directives. | James O'Neill, Paul Buitelaar, Ccile Robin, Leona O'Brien |
| 2017 | ICAIL | An Analysis of Topic Modelling for Legislative Texts. | James O'Neill, Ccile Robin, Leona O'Brien, Paul Buitelaar |