update paper

README.md

@@ -10,6 +10,8 @@ library_name: transformers
 tags:
 - finance
 - text-generation-inference
+datasets:
+- IDEA-FinAI/Golden-Touchstone
 ---
 
 <!-- markdownlint-disable first-line-h1 -->
@@ -22,8 +24,8 @@ tags:
 </div>
 
 <div align="center" style="line-height: 1;">
-  <a href="https://arxiv.org/abs/2311.03301" target="_blank" style="margin: 2px;">
-    <img alt="arXiv" src="https://img.shields.io/badge/Arxiv-2311.03301-b31b1b.svg?logo=arXiv" style="display: inline-block; vertical-align: middle;"/>
+  <a href="https://arxiv.org/abs/2411.06272" target="_blank" style="margin: 2px;">
+    <img alt="arXiv" src="https://img.shields.io/badge/Arxiv-2411.06272-b31b1b.svg?logo=arXiv" style="display: inline-block; vertical-align: middle;"/>
   </a>
   <a href="https://github.com/IDEA-FinAI/Golden-Touchstone" target="_blank" style="margin: 2px;">
     <img alt="github" src="https://img.shields.io/github/stars/IDEA-FinAI/Golden-Touchstone.svg?style=social" style="display: inline-block; vertical-align: middle;"/>
@@ -102,11 +104,13 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
 
 ## Citation
 ```
-@article{gan2023ziya2,
-  title={Ziya2: Data-centric learning is all llms need},
-  author={Gan, Ruyi and Wu, Ziwei and Sun, Renliang and Lu, Junyu and Wu, Xiaojun and Zhang, Dixiang and Pan, Kunhao and He, Junqing and Tian, Yuanhe and Yang, Ping and others},
-  journal={arXiv preprint arXiv:2311.03301},
-  year={2023}
+@misc{wu2024goldentouchstonecomprehensivebilingual,
+      title={Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models}, 
+      author={Xiaojun Wu and Junxi Liu and Huanyi Su and Zhouchi Lin and Yiyan Qi and Chengjin Xu and Jiajun Su and Jiajie Zhong and Fuwei Wang and Saizhuo Wang and Fengrui Hua and Jia Li and Jian Guo},
+      year={2024},
+      eprint={2411.06272},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2411.06272}, 
 }
-```
-
+```