[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

![webagentlab Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1857262354221957120.png) WebAgentlab@ICML25 ✈️ [@webagentlab](/creator/twitter/webagentlab) on x XXX followers
Created: 2025-07-25 06:28:56 UTC

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization 

WebShaper is a formalization-driven framework that enhances the synthesis of training data for information-seeking agents powered by Large Language Models, addressing limitations of existing methods through structured task definitions and iterative task expansion, resulting in superior performance on benchmarks like GAIA and WebWalkerQA.

Zhengwei Tao, Jialong Wu @jlwu55 , Wenbiao Yin, Junkai Zhang, Baixuan Li, Haiyang Shen, Kuan Li @likuan1995 ,  Liwen Zhang, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou

Tongyi Lab; Alibaba Group

![](https://pbs.twimg.com/media/GwrsezabMAAKbaz.jpg)

XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1948631536875831424/c:line.svg)

**Related Topics**
[superior](/topic/superior)

[Post Link](https://x.com/webagentlab/status/1948631536875831424)