Wiring the 'Why': A Unified Taxonomy and Survey of Abductive Reasoning in LLMs. - Moein Salimi; Shaygan Adim; Danial Parnian; Nima Alighardashi; Mahdi Jafari Siavoshani; Mohammad Hossein Rohban (CoRR, 2026)