| Feature2Vec: Distributional semantic modelling of human property knowledge S Derby, P Miller, B Devereux arXiv preprint arXiv:1908.11439, 2019 | 20 | 2019 |
| Using sparse semantic embeddings learned from multimodal text and image data to model human conceptual knowledge S Derby, P Miller, B Murphy, B Devereux arXiv preprint arXiv:1809.02534, 2018 | 11 | 2018 |
| Representation and pre-activation of lexical-semantic knowledge in neural language models S Derby, P Miller, B Devereux Proceedings of the Workshop on Cognitive Modeling and Computational …, 2021 | 6 | 2021 |
| Analysing word representation from the input and output embeddings in neural network language models S Derby, P Miller, B Devereux Proceedings of the 24th Conference on Computational Natural Language …, 2020 | 3 | 2020 |
| Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks MV Loureiro, S Derby, TK Wijaya arXiv preprint arXiv:2301.02458, 2023 | 2 | 2023 |
| Representation of word meaning in the intermediate projection layer of a neural language model S Derby, P Miller, B Murphy, B Devereux Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and …, 2018 | 2 | 2018 |
| Encoding lexico-semantic knowledge using ensembles of feature maps from deep convolutional neural networks S Derby, P Miller, B Devereux Proceedings of the 28th International Conference on Computational …, 2020 | 1 | 2020 |
| SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels E Shushkevich, L Mai, MV Loureiro, S Derby, TK Wijaya arXiv preprint arXiv:2309.13080, 2023 | | 2023 |
| STA: Self-controlled Text Augmentation for Improving Text Classifications C Wang, GF Pontiveros, S Derby, TK Wijaya arXiv preprint arXiv:2302.12784, 2023 | | 2023 |
| Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base V Suárez-Paniagua, S Derby, TK Wijaya arXiv preprint arXiv:2212.11856, 2022 | | 2022 |
| Interpretable Semantic Representations from Neural Language Models and Computer Vision S Derby Queen's University Belfast, 2022 | | 2022 |
Barry DevereuxLecturer in Computer Science, Queen's University, BelfastVerified email at qub.ac.uk
Barry DevereuxLecturer in Computer Science, Queen's University, BelfastVerified email at qub.ac.uk