Patrick Altmeyer
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
counterfactual explanation
(2)
conformal prediction
(2)
text classification
(1)
explainable ai
(1)
intent classification
(1)
model interpretability
(1)
energy-based model
(1)
black-box model
(1)
algorithmic recourse
(1)
dialogue system
(1)
quality evaluation
(1)
financial text
(1)
out-of-scope detection
(1)
large language model
(1)
clarification question
(1)
language model classifier
(1)
energy-based modeling
(1)
domain adaptation
(1)
Papers
Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics
ACL 2025
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals
AAAI 2024
Position: Stop Making Unscientific AGI Performance Claims
ICML 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition
NAACL 2024