Barry Devereux

Orcid: 0000-0003-2128-8632

Affiliations:
  • Queens University, Belfast, UK
  • University of Cambridge, UK (former)


According to our database1, Barry Devereux authored at least 27 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
How Is a "Kitchen Chair" like a "Farm Horse"? Exploring the Representation of Noun-Noun Compound Semantics in Transformer-based Language Models.
Comput. Linguistics, March, 2024

QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM.
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2022
A zero-shot deep metric learning approach to Brain-Computer Interfaces for image retrieval.
Knowl. Based Syst., 2022

On the similarities of representations in artificial and brain neural networks for speech recognition.
Frontiers Comput. Neurosci., 2022

2021
A case study on profiling of an EEG-based brain decoding interface on Cloud and Edge servers.
Proceedings of the 6th IEEE International Conference on Smart Cloud, 2021

Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Deep Learning Proteins using a Triplet-BERT network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models.
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020
Eliciting semantic properties: methods and applications.
Cogn. Process., 2020

Deep Metric Learning for Proteomics.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Expanding the Vocabulary of a Protein: Application of Subword Algorithms to Protein Sequence Modelling.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Feature2Vec: Distributional semantic modelling of human property knowledge.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Analysing Representations of Memory Impairment in a Clinical Notes Classification Model.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

2018
Oscillatory Dynamics of Perceptual to Conceptual Transformations in the Ventral Visual Pathway.
J. Cogn. Neurosci., 2018

Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2016
Feature Statistics Modulate the Activation of Meaning During Spoken Word Processing.
Cogn. Sci., 2016

2014
Automatic Extraction of Property Norm-Like Data From Large Text Corpora.
Cogn. Sci., 2014

2013
Learning to Interpret Novel Noun-Noun Compounds: Evidence from Category Learning Experiments.
Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

Conceptual metaphor theory meets the data: a corpus-based human annotation study.
Lang. Resour. Evaluation, 2013

Objects and Categories: Feature Statistics and Object Processing in the Ventral Stream.
J. Cogn. Neurosci., 2013

Minimally Supervised Learning for Unconstrained Conceptual Property Extraction.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012
Semi-supervised learning for automatic conceptual property extraction.
Proceedings of the 3rd Workshop on Cognitive Modeling and Computational Linguistics, 2012

2010
The Cambridge Cookie-Theft Corpus: A Corpus of Directed and Spontaneous Speech of Brain-Damaged Patients and Healthy Individuals.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2005
Investigating the Relations used in Conceptual Combination.
Artif. Intell. Rev., 2005


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