Alina Leidinger
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(5)
β
The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Core Methods
(3)
Natural Language Processing
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Generation
(1)
Keywords
large language model
(3)
dimensionality reduction
(1)
representation learning
(1)
model probing
(1)
contrastive learning
(1)
zero-shot learning
(1)
few-shot learning
(1)
subspace learning
(1)
prompt engineering
(1)
sentiment classification
(1)
robust statistics
(1)
part-of-speech tagging
(1)
probing analysis
(1)
instruction tuning
(1)
canonical correlation analysis
(1)
multi-view learning
(1)
robust estimation
(1)
spurious correlation
(1)
prompt optimization
(1)
commonsense reasoning
(1)
Papers
Mitigating Spurious Correlations via Counterfactual Contrastive Learning
EMNLP 2025
Are LLMs classical or nonmonotonic reasoners? Lessons from generics
ACL 2024
Probing LLMs for Joint Encoding of Linguistic Categories
EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful?
EMNLP 2023
Robust Joint and Individual Variance Explained
CVPR 2017