一作ACL 2026Poster· Natural Language Processing
Evaluating Temporal Consistency in Multi-Turn Language Models
Yash Kumar Atri · Steven L. Johnson · Thomas Hartvigsen
摘要
Language models are increasingly deployed in interactive settings where users reason about facts over time rather than in isolation.In such scenarios, correct behavior requires models to maintain and update implicit temporal assumptions established earlier in a conversation. We study this challen...