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README.md
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data_files:
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- split: test
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path: simulbench_role.jsonl
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data_files:
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- split: test
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path: simulbench_role.jsonl
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---
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## Dataset Formats
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```jsonl
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{
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"id": "...",
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"task_description": "...",
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"act": "..."
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}
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```
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## Dataset Loader
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The subsets for SimulBench can be loaded as follows:
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```python
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from dataset import load_dataset
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all_tasks = load_dataset("SimulBench/SimulBench", "all", split="test")
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```
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Other available subsets are: `hard`, `subjective`, `objective`, `system`, `tool`, `role`.
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## Acknowledgements
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The simulation tasks are sourced from [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts) with modifications.
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## Citation Information
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```latex
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@article{simulbench2024,
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title={SimulBench: Evaluating LLMs with Diverse Simulation Tasks},
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author={Qi Jia, Xiang Yue, Tianyu Zheng, Jie Huang, and Bill Yuchen Lin},
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year={2024},
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eprint={},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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```
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