Barry Devereux

36 papers B 5C 1Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Sketch to Structure: Agentic Prompting for Business Process Diagram Understanding With Vision-Language Models.
IEEE Access
Pritam Deka, Barry Devereux
2025 J jnl
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges.
Big Data Cogn. Comput.
Andrew Brown, Muhammad Roman, Barry Devereux
2025 J jnl
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges.
CoRR
Andrew Brown, Muhammad Roman, Barry Devereux
2025 J jnl
Flowchart2Mermaid: A Vision-Language Model Powered System for Converting Flowcharts into Editable Diagram Code.
CoRR
Pritam Deka, Barry Devereux
2025 — conf
LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation.
COLING Workshops
Rui Guo, Barry Devereux, Greg Farnan, Niall McLaughlin
2025 — conf
Small Models, Big Impact: Rethinking Scale of LLMs in Cybersecurity.
FLLM
Balder Villagomez, Barry Devereux
2025 J jnl
Structured Extraction from Business Process Diagrams Using Vision-Language Models.
CoRR
Pritam Deka, Barry Devereux
2025 — conf
SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction.
ICDAR (Workshops 2)
Ethan Bradley, Muhammad Roman, Karen Rafferty, Barry Devereux
2024 J jnl
How Is a "Kitchen Chair" like a "Farm Horse"? Exploring the Representation of Noun-Noun Compound Semantics in Transformer-based Language Models.
Comput. Linguistics
Mark Ormerod, Jesús Martínez del Rincón, Barry Devereux
2024 — conf
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM.
BioNLP@ACL
Rui Guo, Greg Farnan, Niall McLaughlin, Barry Devereux
2024 J jnl
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM.
CoRR
Rui Guo, Greg Farnan, Niall McLaughlin, Barry Devereux
2024 J jnl
SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction.
CoRR
Ethan Bradley, Muhammad Roman, Karen Rafferty, Barry Devereux
2022 J jnl
A zero-shot deep metric learning approach to Brain-Computer Interfaces for image retrieval.
Knowl. Based Syst.
Ben McCartney, Barry Devereux, Jesús Martínez del Rincón
2022 J jnl
On the similarities of representations in artificial and brain neural networks for speech recognition.
Frontiers Comput. Neurosci.
Cai Wingfield, Chao Zhang, Barry Devereux, Elisabeth Fonteneau, Andrew Thwaites, Xunying Liu, Philip C. Woodland, William D. Marslen-Wilson, Li Su
2021 — conf
Deep Learning Proteins using a Triplet-BERT network.
EMBC
Mark Lennox, Neil Robertson, Barry Devereux
2021 — conf
Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network.
EMBC
Mark Lennox, Neil Robertson, Barry Devereux
2021 — conf
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models.
CMLS
Steven Derby, Barry Devereux, Paul Miller
2020 B conf
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models.
CoNLL
Steven Derby, Paul Miller, Barry Devereux
2020 C conf
Deep Metric Learning for Proteomics.
ICMLA
Mark Lennox, Neil Robertson, Barry Devereux
2020 J jnl
Eliciting semantic properties: methods and applications.
Cogn. Process.
Sergio E. Chaigneau, Enrique Canessa, Alessandro Lenci, Barry Devereux
2020 B conf
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.
COLING
Steven Derby, Paul Miller, Barry Devereux
2020 — conf
Expanding the Vocabulary of a Protein: Application of Subword Algorithms to Protein Sequence Modelling.
EMBC
Mark Lennox, Neil Robertson, Barry Devereux
2019 — conf
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model.
BioNLP@ACL
Mark Ormerod, Jesús Martínez del Rincón, Neil Robertson, Bernadette McGuinness, Barry Devereux
2019 — conf
Feature2Vec: Distributional semantic modelling of human property knowledge.
EMNLP/IJCNLP (1)
Steven Derby, Paul Miller, Barry Devereux
2019 J jnl
Feature2Vec: Distributional semantic modelling of human property knowledge.
CoRR
Steven Derby, Paul Miller, Barry Devereux
2018 — conf
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model.
BlackboxNLP@EMNLP
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
2018 B conf
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge.
CoNLL
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
2018 J jnl
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge.
CoRR
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
2016 J jnl
Feature Statistics Modulate the Activation of Meaning During Spoken Word Processing.
Cogn. Sci.
Barry Devereux, Kirsten I. Taylor, Billi Randall, Jeroen Geertzen, Lorraine K. Tyler
2014 J jnl
Automatic Extraction of Property Norm-Like Data From Large Text Corpora.
Cogn. Sci.
Colin Kelly, Barry Devereux, Anna Korhonen
2013 J jnl
Conceptual metaphor theory meets the data: a corpus-based human annotation study.
Lang. Resour. Evaluation
Ekaterina Shutova, Barry Devereux, Anna Korhonen
2013 B conf
Minimally Supervised Learning for Unconstrained Conceptual Property Extraction.
CogSci
Colin Kelly, Anna Korhonen, Barry Devereux
2013 J jnl
Objects and Categories: Feature Statistics and Object Processing in the Ventral Stream.
J. Cogn. Neurosci.
Lorraine K. Tyler, Shannon Chiu, Jie Zhuang, Billi Randall, Barry Devereux, Paul Wright, Alex Clarke, Kirsten I. Taylor
2012 — conf
Semi-supervised learning for automatic conceptual property extraction.
CMCL@NAACL-HLT
Colin Kelly, Barry Devereux, Anna Korhonen
2010 B conf
The Cambridge Cookie-Theft Corpus: A Corpus of Directed and Spontaneous Speech of Brain-Damaged Patients and Healthy Individuals.
LREC
Caroline Williams, Andrew Thwaites, Paula Buttery, Jeroen Geertzen, Billi Randall, Meredith A. Shafto, Barry Devereux, Lorraine K. Tyler
2005 J jnl
Investigating the Relations used in Conceptual Combination.
Artif. Intell. Rev.
Barry Devereux, Fintan J. Costello