Barry Devereux
11 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🧬 Topic Evolution
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Keyword Collector
(59)
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Renaissance Researcher
(5)
💎
Century Club · Bronze
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Research topics
Machine Learning
(8)
Core Methods
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Architectures
(4)
Resources & Methods
(4)
Interdisciplinary
(2)
Generation
(2)
Linguistics
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Learning Types
(1)
Keywords
neural language model
(3)
recurrent neural network
(2)
representation learning
(2)
semantic knowledge
(2)
retrieval-augmented generation
(2)
knowledge graph
(1)
semantic representation
(1)
embedding space
(1)
word meaning
(1)
semantic space
(1)
distributional semantics
(1)
low-resource language
(1)
multimodal learning
(1)
autoregressive model
(1)
document classification
(1)
feature map
(1)
deep convolutional neural network
(1)
language model
(1)
instruction tuning
(1)
language modeling
(1)
Papers
Qomhrá: A Bilingual Irish and English Large Language Model
EACL 2026
Investigating noun-noun compound relation representations in autoregressive large language models
NAACL 2025
LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation
COLING 2025
QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM
ACL 2024
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models
NAACL 2021
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models
CoNLL 2020
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks
COLING 2020
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model
ACL 2019
Feature2Vec: Distributional semantic modelling of human property knowledge
EMNLP 2019
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
EMNLP 2018
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
CoNLL 2018