Timespec_emnlp_2026

All Leaks Count, Some Count More is accepted to the Findings of EMNLP 2026 (14.3% acceptance)! The paper measures how much of an LLM’s decision-driving reasoning is temporally contaminated (Shapley-DCLR) and blocks it at inference time without retraining (TimeSPEC).