IFRAgent

Model Overview

This model is a Query Rewriter implemented as described in the paper:

Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents

It is initialized with weights from the Qwen3-4B model and subsequently fine-tuned (warmed up) for its specific task of understanding and rewriting user queries based on demonstrated implicit intents.

Citation

@article{wu2025quick,
  title={Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents},
  author={Wu, Zheng and Huang, Heyuan and Yang, Yanjia and Song, Yuanyi and Lou, Xingyu and Liu, Weiwen and Zhang, Weinan and Wang, Jun and Zhang, Zhuosheng},
  journal={arXiv preprint arXiv:2508.08645},
  year={2025}
}