Update README.md

README.md

@@ -35,4 +35,41 @@ configs:
     data_files:
       - split: test
         path: simulbench_role.jsonl
----
+---
+
+## Dataset Formats
+```jsonl
+{
+  "id": "...",
+  "task_description": "...",
+  "act": "..."
+}
+```
+
+## Dataset Loader
+
+The subsets for SimulBench can be loaded as follows:
+```python
+from dataset import load_dataset
+
+all_tasks = load_dataset("SimulBench/SimulBench", "all", split="test")
+```
+Other available subsets are: `hard`, `subjective`, `objective`, `system`, `tool`, `role`.
+
+
+## Acknowledgements
+
+The simulation tasks are sourced from [Awesome ChatGPT Prompts](https://github.com/f/awesome-chatgpt-prompts) with modifications.
+
+## Citation Information
+
+```latex
+@article{simulbench2024,
+      title={SimulBench: Evaluating LLMs with Diverse Simulation Tasks}, 
+      author={Qi Jia, Xiang Yue, Tianyu Zheng, Jie Huang, and Bill Yuchen Lin},
+      year={2024},
+      eprint={},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```