Brian Davis
14 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Century Club Β· Bronze
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Keyword Collector
(62)
Top co-authors
Research topics
Natural Language Processing
(12)
Applications
(9)
Machine Learning
(7)
Learning Types Β· Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Application Areas
(3)
Interdisciplinary
(2)
Core Methods
(2)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Architectures
(1)
Learning Types Β· Deep Learning
(1)
Keywords
text classification
(4)
sentiment analysis
(4)
cyberbullying detection
(3)
transformer model
(3)
machine translation
(2)
text generation
(2)
large language model
(2)
irish language
(2)
financial text
(2)
low-resource language
(2)
responsible ai
(1)
explainable ai
(1)
attention mechanism
(1)
quality estimation
(1)
named entity recognition
(1)
social media analysis
(1)
opinion mining
(1)
human judgment
(1)
multi-class classification
(1)
data augmentation
(1)
Papers
BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking
EMNLP 2025
Gaeilge Bhriste Γ³ Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text?
COLING 2025
Long-context Reference-based MT Quality Estimation
EMNLP 2025
Named Entity Recognition for the Irish Language
NAACL 2025
Beyond Binary: Towards Embracing Complexities in Cyberbullying Detection and Intervention - a Position Paper
COLING 2024
Imaginary Numbers! Evaluating Numerical Referring Expressions by Neural End-to-End Surface Realization Systems
NAACL 2024
DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability
SemEval 2023
Generating Irish Text with a Flexible Plug-and-Play Architecture
EMNLP 2023
Can Attention-based Transformers Explain or Interpret Cyberbullying Detection?
COLING 2022
LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification
ACL 2021
A Social Opinion Gold Standard for the Malta Government Budget 2018
EMNLP 2019
Implicit and Explicit Aspect Extraction in Financial Microblogs
ACL 2018
Start, Follow, Read: End-to-End Full-Page Handwriting Recognition
ECCV 2018
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News
SemEval 2017