2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025finding
While large language models (LLMs) show great potential in temporal reasoning, most existing work focuses heavily on enhancing performance, often neglecting the explainable reasoning processes underlying the results. To address this gap, we introduce a comprehensive benchmark covering a wide range o…