Update README.md

README.md

@@ -4,4 +4,9 @@ base_model:
 - Qwen/Qwen2.5-7B-Instruct
 library_name: transformers
 ---
-Self-Play Critic.
+
+
+**SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning**
+[[arXiv]](https://arxiv.org/abs/2504.19162) [[Project]](https://chen-judge.github.io/SPC/)
+
+**Jiaqi Chen**, Bang Zhang, Ruotian Ma, Peisong Wang, Xiaodan Liang, Zhaopeng Tu, Xiaolong Li, Kwan-Yee K. Wong.