Emile van Krieken
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Machine Learning
(4)
Optimization & Theory
(3)
Natural Language Processing
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Learning Types
(2)
Resources & Methods
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
reasoning shortcut
(2)
concept learning
(2)
large language model
(2)
benchmark evaluation
(2)
uncertainty quantification
(1)
probabilistic logic
(1)
symbolic reasoning
(1)
in-context learning
(1)
question answering
(1)
confidence calibration
(1)
language understanding
(1)
gradient optimization
(1)
probabilistic reasoning
(1)
conditional independence
(1)
loss function
(1)
mixture of expert
(1)
zero-shot prompting
(1)
pareto frontier
(1)
neuro-symbolic learning
(1)
few-shot classification
(1)
Papers
Are We Done with MMLU?
NAACL 2025
Mixtures of In-Context Learners
ACL 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations
NAACL 2025
A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
NeurIPS 2024
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
UAI 2024
On the Independence Assumption in Neurosymbolic Learning
ICML 2024
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
NeurIPS 2023