LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding - Yamin, Khurram; Gupta, Shantanu; Ghosal, Gaurav; Lipton, Zachary; Wilder, Bryan (International Conference on Learning Representations, 2026)