| 2026 | SAC | Structured Extraction from Business Process Diagrams Using Vision-Language Models. | Pritam Deka, Barry Devereux |
| 2025 | COLING | LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation. | Rui Guo, Barry Devereux, Greg Farnan, Niall McLaughlin |
| 2025 | ICDAR | SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction. | Ethan Bradley, Muhammad Roman, Karen Rafferty, Barry Devereux |
| 2020 | COLING | Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks. | Steven Derby, Paul Miller, Barry Devereux |
| 2020 | CoNLL | Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models. | Steven Derby, Paul Miller, Barry Devereux |
| 2020 | ICMLA | Deep Metric Learning for Proteomics. | Mark Lennox, Neil Robertson, Barry Devereux |
| 2019 | EMNLP | Feature2Vec: Distributional semantic modelling of human property knowledge. | Steven Derby, Paul Miller, Barry Devereux |
| 2018 | CoNLL | Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. | Steven Derby, Paul Miller, Brian Murphy, Barry Devereux |
| 2018 | EMNLP | Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model. | Steven Derby, Paul Miller, Brian Murphy, Barry Devereux |
| 2013 | CogSci | Minimally Supervised Learning for Unconstrained Conceptual Property Extraction. | Colin Kelly, Anna Korhonen, Barry Devereux |
| 2010 | LREC | The Cambridge Cookie-Theft Corpus: A Corpus of Directed and Spontaneous Speech of Brain-Damaged Patients and Healthy Individuals. | Caroline Williams, Andrew Thwaites, Paula Buttery, Jeroen Geertzen, Billi Randall, Meredith A. Shafto, Barry Devereux, Lorraine K. Tyler |