ABD benchmark evaluates LLMs on producing parsimonious first-order exception formulas in three observation regimes using SMT verification, finding high validity but persistent parsimony and generalization gaps.
In Christodoulopoulos, C.; Chakraborty, T.; Rose, C.; and Peng, V ., eds.,Findings of the Association for Computational Linguistics: EMNLP 2025, 12376–12394
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ABD: Default Exception Abduction in Finite First Order Worlds
ABD benchmark evaluates LLMs on producing parsimonious first-order exception formulas in three observation regimes using SMT verification, finding high validity but persistent parsimony and generalization gaps.