How Is a "Kitchen Chair" like a "Farm Horse"? Exploring the Representation of Noun-Noun Compound Semantics in Transformer-based Language Models - Mark Ormerod; Jesús Martínez del Rincón; Barry Devereux (Comput. Linguistics, 2024)

QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM - Rui Guo; Greg Farnan; Niall McLaughlin; Barry Devereux (Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2024, Bangkok, Thailand, August 16, 2024, 2024)

QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM - Rui Guo; Greg Farnan; Niall McLaughlin; Barry Devereux (CoRR, 2024)

SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction - Ethan Bradley; Muhammad Roman; Karen Rafferty; Barry Devereux (CoRR, 2024)

On the similarities of representations in artificial and brain neural networks for speech recognition - Cai Wingfield; Chao Zhang; Barry Devereux; Elisabeth Fonteneau; Andrew Thwaites; Xunying Liu; Philip C. Woodland; William D. Marslen-Wilson; Li Su (Frontiers Comput. Neurosci., 2022)

A zero-shot deep metric learning approach to Brain-Computer Interfaces for image retrieval - Ben McCartney; Barry Devereux; Jesús Martínez del Rincón (Knowl. Based Syst., 2022)

Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models - Steven Derby; Barry Devereux; Paul Miller (Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, CMCL 2021, Online, June 10, 2021, 2021)

Deep Learning Proteins using a Triplet-BERT network - Mark Lennox; Neil Robertson; Barry Devereux (43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021, 2021)

Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network - Mark Lennox; Neil Robertson; Barry Devereux (43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021, 2021)

A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers - Alexandra Samsonova; Barry J. Devereux; Georgios Karakonstantis; Lev Mukhanov (6th IEEE International Conference on Smart Cloud, SmartCloud 2021, Newark, NJ, USA, November 6-8, 2021, 2021)

A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers - Alexandra Samsonova; Barry J. Devereux; Georgios Karakonstantis; Lev Mukhanov (CoRR, 2021)

Eliciting semantic properties: methods and applications - Sergio E. Chaigneau; Enrique Canessa; Alessandro Lenci; Barry Devereux (Cogn. Process., 2020)

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks - Steven Derby; Paul Miller; Barry Devereux (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models - Steven Derby; Paul Miller; Barry Devereux (Proceedings of the 24th Conference on Computational Natural Language Learning, CoNLL 2020, Online, November 19-20, 2020, 2020)

Expanding the Vocabulary of a Protein: Application of Subword Algorithms to Protein Sequence Modelling - Mark Lennox; Neil Robertson; Barry Devereux (42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020, 2020)

Deep Metric Learning for Proteomics - Mark Lennox; Neil Robertson; Barry Devereux (19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020, Miami, FL, USA, December 14-17, 2020, 2020)

Analysing Representations of Memory Impairment in a Clinical Notes Classification Model - Mark Ormerod; Jesús Martínez del Rincón; Neil Robertson; Bernadette McGuinness; Barry Devereux (Proceedings of the 18th BioNLP Workshop and Shared Task, BioNLP@ACL 2019, Florence, Italy, August 1, 2019, 2019)

Feature2Vec: Distributional semantic modelling of human property knowledge - Steven Derby; Paul Miller; Barry Devereux (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Feature2Vec: Distributional semantic modelling of human property knowledge - Steven Derby; Paul Miller; Barry Devereux (CoRR, 2019)

Oscillatory Dynamics of Perceptual to Conceptual Transformations in the Ventral Visual Pathway - Alex Clarke; Barry J. Devereux; Lorraine K. Tyler (J. Cogn. Neurosci., 2018)

Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge - Steven Derby; Paul Miller; Brian Murphy; Barry Devereux (Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018, 2018)

Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model - Steven Derby; Paul Miller; Brian Murphy; Barry Devereux (Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2018, Brussels, Belgium, November 1, 2018, 2018)

Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge - Steven Derby; Paul Miller; Brian Murphy; Barry Devereux (CoRR, 2018)

Feature Statistics Modulate the Activation of Meaning During Spoken Word Processing - Barry Devereux; Kirsten I. Taylor; Billi Randall; Jeroen Geertzen; Lorraine K. Tyler (Cogn. Sci., 2016)

Automatic Extraction of Property Norm-Like Data From Large Text Corpora - Colin Kelly; Barry Devereux; Anna Korhonen (Cogn. Sci., 2014)

Objects and Categories: Feature Statistics and Object Processing in the Ventral Stream - Lorraine K. Tyler; Shannon Chiu; Jie Zhuang; Billi Randall; Barry Devereux; Paul Wright; Alex Clarke; Kirsten I. Taylor (J. Cogn. Neurosci., 2013)

Conceptual metaphor theory meets the data: a corpus-based human annotation study - Ekaterina Shutova; Barry Devereux; Anna Korhonen (Lang. Resour. Evaluation, 2013)

Minimally Supervised Learning for Unconstrained Conceptual Property Extraction - Colin Kelly; Anna Korhonen; Barry Devereux (Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013, Berlin, Germany, July 31 - August 3, 2013, 2013)

Learning to Interpret Novel Noun-Noun Compounds: Evidence from Category Learning Experiments - Barry J. Devereux; Fintan J. Costello (Cognitive Aspects of Computational Language Acquisition, 2013)

Semi-supervised learning for automatic conceptual property extraction - Colin Kelly; Barry Devereux; Anna Korhonen (Proceedings of the 3rd Workshop on Cognitive Modeling and Computational Linguistics, CMCL@NAACL-HLT 2012, Montrèal, Canada, June 7, 2012, 2012)

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 (Proceedings of the International Conference on Language Resources and Evaluation, LREC 2010, 17-23 May 2010, Valletta, Malta, 2010)

Investigating the Relations used in Conceptual Combination - Barry Devereux; Fintan J. Costello (Artif. Intell. Rev., 2005)