Program-of-Thought

A neurosymbolic router that learns a deterministic finite automaton via the L* grammatical inference algorithm achieved 100% routing accuracy and 98.3% overall accuracy on 100 untested prompts from De…

Researchers introduced CreditCardQA, the first financial literacy benchmark for numerical reasoning derived from real credit card agreements, containing 1,800 questions. Evaluating large language and …