BFCL-FC-robustness

# BFCL-FC-Robustness

This dataset is an extension of `BFCL-v3-multiple` dataset, and it includes:

- `BFCL_v3_multiple_p_quest.json`: a version with paraphrased user query
- `BFCL_v3_multiple_tool_enrichment.json`: a version with expanded agent toolkit
- `BFCL_v3_multiple_tool_enrichment_p_fdesc.json`: a version with expanded agent toolkit + empty function description
- `BFCL_v3_multiple_tool_enrichment_p_pdesc.json`: a version with expanded agent toolkit + empty parameter description

Used in our work on agentic function calling robustness described in this paper: https://aclanthology.org/2025.trustnlp-main.20/.

## Cite this Dataset

In case you use our dataset in your paper, please cite it by
```
@inproceedings{rabinovich-anaby-tavor-2025-robustness,
title = "On the Robustness of Agentic Function Calling",
author = "Rabinovich, Ella and Anaby Tavor, Ateret",
booktitle = "Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2025.trustnlp-main.20/",
doi = "10.18653/v1/2025.trustnlp-main.20",
year = "2025"
}
```

# BFCL-FC-Robustness

本数据集为`BFCL-v3-multiple`数据集的扩展版本，包含以下子文件：
- `BFCL_v3_multiple_p_quest.json`：包含经过释义改写的用户查询的版本
- `BFCL_v3_multiple_tool_enrichment.json`：包含扩展后的AI智能体（AI Agent）工具集的版本
- `BFCL_v3_multiple_tool_enrichment_p_fdesc.json`：包含扩展后的AI智能体（AI Agent）工具集且函数描述为空的版本
- `BFCL_v3_multiple_tool_enrichment_p_pdesc.json`：包含扩展后的AI智能体（AI Agent）工具集且参数描述为空的版本

本数据集应用于我们针对智能体函数调用鲁棒性的研究工作，相关研究详见论文：https://aclanthology.org/2025.trustnlp-main.20/。

## 数据集引用

若您在学术论文中使用本数据集，请按以下格式进行引用：

@inproceedings{rabinovich-anaby-tavor-2025-robustness,
title = "On the Robustness of Agentic Function Calling",
author = "Rabinovich, Ella and Anaby Tavor, Ateret",
booktitle = "第五届可信自然语言处理研讨会（TrustNLP 2025）论文集",
publisher = "国际计算语言学协会",
url = "https://aclanthology.org/2025.trustnlp-main.20/",
doi = "10.18653/v1/2025.trustnlp-main.20",
year = "2025"
}