How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs

Karin de Langis, Jong Inn Park, Andreas Schramm, Bin Hu, Khanh Chi Le, Dongyeop Kang. How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 29174-29191, Association for Computational Linguistics, 2025. [doi]

@inproceedings{LangisPSHLK25,
  title = {How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs},
  author = {Karin de Langis and Jong Inn Park and Andreas Schramm and Bin Hu and Khanh Chi Le and Dongyeop Kang},
  year = {2025},
  url = {https://aclanthology.org/2025.acl-long.1415/},
  researchr = {https://researchr.org/publication/LangisPSHLK25},
  cites = {0},
  citedby = {0},
  pages = {29174-29191},
  booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025},
  editor = {Wanxiang Che and Joyce Nabende and Ekaterina Shutova and Mohammad Taher Pilehvar},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-251-0},
}