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The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"

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TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models

This is the repository containing evaluation datas, instructions and demonstrations with ACL 2024 paper TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models (Chu et al., 2023)

Datasets

Symbolic Temporal Reasoning

Commonsense Temporal Reasoning

Event Temporal Reasoning

Models

Performance

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Citation

If you find our work helpful, you can cite this paper as:

@misc{chu2023timebench,
      title={TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models}, 
      author={Zheng Chu and Jingchang Chen and Qianglong Chen and Weijiang Yu and Haotian Wang and Ming Liu and Bing Qin},
      year={2023},
      eprint={2311.17667},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2311.17667}
}

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The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"

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