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Zhenyan Shan

1 accepted papers

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…