Can LLMs Help Encoder Models Maintain Both High Accuracy and Consistency in Temporal Relation Classification?

Adiel Meir, Kfir Bar. Can LLMs Help Encoder Models Maintain Both High Accuracy and Consistency in Temporal Relation Classification?. In Lucie Flek, Shashi Narayan, LĂȘ Hong Phuong, Jiahuan Pei, editors, Proceedings of the 18th International Natural Language Generation Conference, INLG 2025, Hanoi, Vietnam, October 29 - November 2, 2025. pages 716-733, Association for Computational Linguistics, 2025. [doi]

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