Can Speech LLMs Think while Listening? - Yi-Jen Shih; Desh Raj; Chunyang Wu; Wei Zhou; SK Bong; Yashesh Gaur; Jay Mahadeokar; Ozlem Kalinli; Mike Seltzer (CoRR, 2025)