Update README.md

README.md

@@ -16,7 +16,7 @@ pipeline_tag: text-generation
 library_name: transformers
 ---
 
-# FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling
+# FunReason-MT Technical Report: Advanced Data Synthesis Solution for Real-world Multi-Turn Tool-use
 
 [![arXiv](https://img.shields.io/badge/arXiv-2510.24645-b31b1b.svg?logo=arXiv)](https://arxiv.org/abs/2510.24645) [![Paper](https://img.shields.io/badge/Hugging%20Face-Paper-yellow?logo=huggingface)](https://huggingface.co/papers/2510.24645) [![Model](https://img.shields.io/badge/Hugging%20Face-Model-yellow?logo=huggingface)](https://huggingface.co/Bingguang/FunReason-MT) [![Dataset](https://img.shields.io/badge/Hugging%20Face-Dataset-yellow?logo=huggingface)](https://huggingface.co/datasets/Bingguang/FunReason-MT) [![GitHub](https://img.shields.io/badge/GitHub-Code-181717?logo=github)](https://github.com/inclusionAI/AWorld-RL) [![Project Page](https://img.shields.io/badge/Project-AWorld-green)](https://github.com/inclusionAI/AWorld)
 
@@ -42,7 +42,7 @@ The model was rigorously evaluated on the Berkeley Function-Calling Leaderboard
 | Model (4B - 235B)                      |             Multi-Turn (Overall)             |            Single-Turn (Overall)            |
 | :------------------------------------- | :------------------------------------------: | :------------------------------------------: |
 | Qwen3-4B-Instruct (Base)               |        15.75         |        78.19         |
-| **Qwen3-4B + FunReason-MT (RL)** | **56.50**  | **85.02**  |
+| **Qwen3-4B + FunReason-MT (RL)** | **57.75**  | **85.47**  |
 | Claude-Sonnet-4-20250514               |        54.75         |        84.72         |
 | DeepSeek-R1-0528                       |        44.50         |        78.22         |
 | GPT-4o-2024-11-20                      |        42.50         |        77.21         |
@@ -233,8 +233,8 @@ If you use FunReason-MT in your research, please cite the technical report:
 
 ```
 @article{xu2025funreason,
-  title={FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling},
-  author={Zengzhuang Xu and Bingguang Hao and Zechuan Wang and Yuntao Wen and Maolin Wang and Yang Liu and Long Chen and Dong Wang and Yicheng Chen and Cunyin Peng and Chenyi Zhuang and Jinjie Gu and Xiangyu Zhao and Shi Gu},
+  title={FunReason-MT Technical Report: Advanced Data Synthesis Solution for Real-world Multi-Turn Tool-use},
+  author={Zengzhuang Xu, Bingguang Hao, Zechuan Wang, Yuntao Wen, Xinyi Xu, Yang Liu, Long Chen, Dong Wang, Maolin Wang, Tong Zhao, Yicheng Chen, Cunyin Peng, Jinjie Gu, Leilei Gan, Xiangyu Zhao, Chenyi Zhuang, Shi Gu},
   journal={arXiv preprint arXiv:2510.24645},
   year={2025}
 }