| --- |
| license: apache-2.0 |
| task_categories: |
| - question-answering |
| language: |
| - zh |
| - en |
| --- |
| 📑 The paper of WebWalkerQA is available at [arXiv](https://arxiv.org/pdf/2501.07572). |
|
|
| 📊 The dataset resource is a collection of **680** questions and answers from the WebWebWalker dataset. |
|
|
| 🙋 The dataset is in the form of a JSON file. |
| The keys in the JSON include: |
| Question, Answer, Root_Url, and Info. The Info field contains |
| more detailed information, including Hop, Domain, Language, |
| Difficulty_Level, Source Website, and Golden_Path. |
| ``` |
| { |
| "Question": "When is the paper submission deadline for the ACL 2025 Industry Track, and what is the venue address for the conference?", |
| "Answer": "The paper submission deadline for the ACL 2025 Industry Track is March 21, 2025. The conference will be held in Brune-Kreisky-Platz 1.", |
| "Root_Url": "https://2025.aclweb.org/", |
| "Info":{ |
| "Hop": "multi-source", |
| "Domain": "Conference", |
| "Language": "English", |
| "Difficulty_Level": "Medium", |
| "Source_Website": ["https://2025.aclweb.org/calls/industry_track/","https://2025.aclweb.org/venue/"], |
| "Golden_Path": ["root->call>student_research_workshop", "root->venue"] |
| } |
| } |
| ``` |
| 🏋️ We also release a collection of **15k** silver dataset, which although not yet carefully human-verified, can serve as supplementary \textbf{training data} to enhance agent performance. |
| |
| 🙋 If you have any questions, please feel free to contact us via the [Github issue](https://github.com/Alibaba-NLP/WebWalker/issue). |
|
|
| ⚙️ Due to the web changes quickly, the dataset may contain outdated information, such as golden path or source website. We encourage you to contribute to the dataset by submitting a pull request to the WebWalkerQA or contacting us. |
|
|
| 💡 If you find this dataset useful, please consider citing our paper: |
| ```bigquery |
| @article{wu2025webwalker, |
| title={Webwalker: Benchmarking llms in web traversal}, |
| author={Wu, Jialong and Yin, Wenbiao and Jiang, Yong and Wang, Zhenglin and Xi, Zekun and Fang, Runnan and Zhang, Linhai and He, Yulan and Zhou, Deyu and Xie, Pengjun and others}, |
| journal={arXiv preprint arXiv:2501.07572}, |
| year={2025} |
| } |
| ``` |
