Patrick Altmeyer

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) ACL (1) ICML (1) NAACL (1)

Top co-authors

Cynthia C. S. Liem (3) Mojtaba Farmanbar (1) Antony Bartlett (1) Arie van Deursen (1) Floris den Hengst (1) Ralf Wolter (1) Andrew M. Demetriou (1) Karol Dobiczek (1) Arda Kaygan (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Natural Language Processing (2) Application Areas (2) Applications (2) Core Methods (2) Deep Learning (1) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

large language model (2) counterfactual explanation (2) conformal prediction (2) explainable ai (1) intent classification (1) model interpretability (1) energy-based model (1) black-box model (1) algorithmic recourse (1) latent embedding (1) dialogue system (1) quality evaluation (1) financial text (1) academic integrity (1) out-of-scope detection (1) clarification question (1) language model classifier (1) energy-based modeling (1) correlation (1) anthropomorphize (1)

Papers

Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025 Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024 Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals AAAI 2024 Position: Stop Making Unscientific AGI Performance Claims ICML 2024