Philipp Mondorf
9 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
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large language model
(4)
hypothetical reasoning
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benchmark evaluation
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deductive reasoning
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arithmetic reasoning
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error detection
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neural network optimization
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model evaluation
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ensemble method
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human judgment
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language model
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generalization capability
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circuit analysis
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mechanistic interpretability
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language model evaluation
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human evaluation
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reasoning benchmark
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conditional probability
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propositional logic
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reasoning evaluation
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Papers
Language Models Learn Universal Representations of Numbers and Hereβs Why You Should Care
ACL 2026
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models
EACL 2026
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
ACL 2025
The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It
EMNLP 2025
BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods
EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models
ACL 2025
Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning
ACL 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models
EMNLP 2024