Stephanie Eckman
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
ACL (2)
EMNLP (2)
EACL (1)
ICML (1)
Top co-authors
Keywords
training datum
(2)
bert model
(1)
bias mitigation
(1)
language model
(1)
data quality
(1)
selection bia
(1)
annotation quality
(1)
model performance
(1)
human annotation
(1)
counterfactual generation
(1)
bert fine-tuning
(1)
hate speech detection
(1)
multiple-choice question
(1)
node pruning
(1)
answer accuracy
(1)
annotator bia
(1)
hate speech classification
(1)
order effect
(1)
annotator sensitivity
(1)
social psychology
(1)
Papers
The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs
ACL 2026
Mitigating Selection Bias with Node Pruning and Auxiliary Options
ACL 2025
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
Position: Insights from Survey Methodology can Improve Training Data
ICML 2024
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
EMNLP 2023