Alun Preece
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Core Methods
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Social
(1)
Keywords
text classification
(4)
sentiment analysis
(2)
social media
(2)
misinformation detection
(2)
social media analysis
(1)
topic modeling
(1)
model interpretability
(1)
emotion detection
(1)
saliency map
(1)
seed selection
(1)
image classifier
(1)
pre-trained language model
(1)
post-hoc explanation
(1)
word embedding
(1)
emotion classification
(1)
twitter data
(1)
hate speech detection
(1)
fidelity metric
(1)
generative language model
(1)
lexical analysis
(1)
Papers
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter
ACL 2024
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
EMNLP 2022
COVID-19 and Misinformation: A Large-Scale Lexical Analysis on Twitter
ACL 2021
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification
COLING 2020
Sanity Checks for Saliency Metrics
AAAI 2020