add paper link and huggingface link to SPO README

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xiangjinyu 2025-02-13 21:01:09 +08:00
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# SPO | Self-Supervised Prompt Optimization <img src="../../docs/resources/spo/SPO-logo.png" width="60" height="60" style="vertical-align: middle; margin-left: 10px; position: relative; top: -5px;">
[![Paper](https://img.shields.io/badge/Paper-arXiv-red)](https://arxiv.org/pdf/2502.06855)
[![Demo](https://img.shields.io/badge/Demo-Hugging%20Face-yellow)](https://huggingface.co/spaces/XiangJinYu/SPO)
An automated prompt engineering tool for Large Language Models (LLMs), designed for universal domain adaptation.
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- ⚡ **Universal Adaptation** - _Closed & open-ended tasks supported_
- 🔄 **Self-Evolving** - _Auto-optimization via LLM-as-judge mechanism_
[Read our paper on arXiv](https://arxiv.org/pdf/2502.06855)
## 🔗 Quick Links
- [📝 Read our paper](https://arxiv.org/pdf/2502.06855)
- [🤗 Try our demo](https://huggingface.co/spaces/XiangJinYu/SPO)
## 📊 Experiment