@article{transformerbasedtemporalinformation, title = {Transformer-Based Temporal Information Extraction and Application: A Review}, author = {Xin Su and Phillip Howard and Steven Bethard}, year = {2025}, eprint = {2504.07470}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.07470v1}, }