Rob Chew
4 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(4)
Interdisciplinary
(2)
Social
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Core AI
(1)
Methods
(1)
Keywords
training data
(2)
model calibration
(1)
supervised learning
(1)
bert model
(1)
label quality
(1)
data quality
(1)
annotation quality
(1)
model performance
(1)
human annotation
(1)
bert fine-tuning
(1)
data labeling
(1)
inter-rater reliability
(1)
hate speech detection
(1)
annotator bia
(1)
hate speech classification
(1)
order effect
(1)
annotator sensitivity
(1)
social psychology
(1)
fairness in nlp
(1)
annotation bia
(1)
Papers
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication
EMNLP 2025
Order Effects in Annotation Tasks: Further Evidence of Annotation Sensitivity
EACL 2024
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
EMNLP 2023
SMART: An Open Source Data Labeling Platform for Supervised Learning
JMLR 2019