<p align="center" width="100%">
<img src="https://i.postimg.cc/xTpWgq3L/pixiu-logo.png" width="100%" height="100%">
</p>
<div>
<div align="left">
<a target='_blank'>Qianqian Xie<sup>1</sup></span> 
<a target='_blank'>Weiguang Han<sup>2</sup></span> 
<a target='_blank'>Zhengyu Chen<sup>2</sup></span> 
<a target='_blank'>Ruoyu Xiang<sup>1</sup></a> 
<a target='_blank'>Xiao Zhang<sup>1</sup></a> 
<a target='_blank'>Yueru He<sup>1</sup></a> 
<a target='_blank'>Mengxi Xiao<sup>2</sup></a> 
<a target='_blank'>Dong Li<sup>2</sup></a> 
<a target='_blank'>Yongfu Dai<sup>7</sup></a> 
<a target='_blank'>Duanyu Feng<sup>7</sup></a> 
<a target='_blank'>Yijing Xu<sup>1</sup></a> 
<a target='_blank'>Haoqiang Kang<sup>5</sup></a> 
<a target='_blank'>Ziyan Kuang<sup>12</sup></a> 
<a target='_blank'>Chenhan Yuan<sup>3</sup></a> 
<a target='_blank'>Kailai Yang<sup>3</sup></a> 
<a target='_blank'>Zheheng Luo<sup>3</sup></a> 
<a target='_blank'>Tianlin Zhang<sup>3</sup></a> 
<a target='_blank'>Zhiwei Liu<sup>3</sup></a> 
<a target='_blank'>Guojun Xiong<sup>10</sup></a> 
<a target='_blank'>Zhiyang Deng<sup>9</sup></a> 
<a target='_blank'>Yuechen Jiang<sup>9</sup></a> 
<a target='_blank'>Zhiyuan Yao<sup>9</sup></a> 
<a target='_blank'>Haohang Li<sup>9</sup></a> 
<a target='_blank'>Yangyang Yu<sup>9</sup></a> 
<a target='_blank'>Gang Hu<sup>8</sup></a> 
<a target='_blank'>Jiajia Huang<sup>11</sup></a> 
<a target='_blank'>Xiao-Yang Liu<sup>5</sup></a> 
<a href='https://warrington.ufl.edu/directory/person/12693/' target='_blank'>Alejandro Lopez-Lira<sup>4</sup></a> 
<a target='_blank'>Benyou Wang<sup>6</sup></a> 
<a target='_blank'>Yanzhao Lai<sup>13</sup></a> 
<a target='_blank'>Hao Wang<sup>7</sup></a> 
<a target='_blank'>Min Peng<sup>2*</sup></a> 
<a target='_blank'>Sophia Ananiadou<sup>3</sup></a> 
<a href='' target='_blank'>Jimin Huang<sup>1</sup></a>
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<div align="left">
<sup>1</sup>The Fin AI 
<sup>2</sup>Wuhan University 
<sup>3</sup>The University of Manchester 
<sup>4</sup>University of Florida 
<sup>5</sup>Columbia University 
<sup>6</sup>The Chinese University of Hong Kong, Shenzhen 
<sup>7</sup>Sichuan University 
<sup>8</sup>Yunnan University 
<sup>9</sup>Stevens Institute of Technology 
<sup>10</sup>Stony Brook University 
<sup>11</sup>Nanjin Audit University 
<sup>12</sup>Jiangxi Normal University 
<sup>13</sup>Southwest Jiaotong University
</div>
<br />
<div align="left">
<img src='https://i.postimg.cc/CLtkBwz7/57-EDDD9-FB0-DF712-F3-AB627163-C2-1-EF15655-13-FCA.png' alt='Wuhan University Logo' height='50px'> 
<img src='https://assets.manchester.ac.uk/corporate/images/design/logo-university-of-manchester.png' alt='Manchester University Logo' height='50px'> 
<img src='https://i.postimg.cc/XY1s2RHD/University-of-Florida-Logo-1536x864.jpg' alt='University of Florida Logo' height='50px'> 
<img src='https://admissions.ucr.edu/sites/default/files/styles/form_preview/public/2020-07/ucr-education-logo-columbia-university.png?itok=-0FD6Ma2' alt='Columbia University Logo' height='50px'> 
<img src='https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQeMTMkJVT6g36_LN-8qJ4nMvgT3vM5spUHV3ITRYbym1CEg4Af5Shlp5jX2sWtDFtTK9I&usqp=CAU' alt='HK University (shenzhen) Logo' height='50px'> 
<img src='https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcToJAAiyqxfFuwro5N9Um9TB5LDkiJNKF3hMMQp3pfC0A&s' alt='Sichuan University' height='50px'> 
<img src='https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRbx3AQWiMhxwOvFb7r1PH-h_i5-b3H9xsGVKnkQwbFlA&s' alt='Yunnan University' height='50px'> 
<img src='https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRS_o8HItSOTkg5M75N59D6V5u9qg7QYfBa_ITxdfEfwQ&s' alt='Stevens Insititute of Technology' height='50px'> 
<img src='https://www.stonybrook.edu/sbu-brand/_images/2015/10/logo_stacked_vert.jpg' alt='Stony Brook University' height='50px'> 
<img src='https://upload.wikimedia.org/wikipedia/en/9/9c/Nanjing_Audit_University_logo.png' alt='Nanjing Audit University' height='50px'> 
<img src='https://upload.wikimedia.org/wikipedia/en/thumb/c/c5/Jiangxi_Normal_University.svg/1200px-Jiangxi_Normal_University.svg.png' alt='Jiangxi Normal University' height='50px'> 
<img src='https://i.postimg.cc/k5WpYj0r/SWJTULogo.png' alt='Southwest Jiaotong University Logo' height='50px'> 
</div>
Pixiu Paper | FinBen Leaderboard
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📢 Update (Date: 09-22-2023)
🚀 We're thrilled to announce that our paper, "PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance", has been accepted by NeurIPS 2023 Track Datasets and Benchmarks!
📢 Update (Date: 10-08-2023)
🌏 We're proud to share that the enhanced versions of FinBen, which now support both Chinese and Spanish!
📢 Update (Date: 02-20-2024)
🌏 We're delighted to share that our paper, "The FinBen: An Holistic Financial Benchmark for Large Language Models", is now available at FinBen.
📢 Update (Date: 05-02-2024)
🌏 We're pleased to invite you to attend the IJCAI2024-challenge, "Financial Challenges in Large Language Models - FinLLM", the starter-kit is available at Starter-kit.
Checkpoints:
Languages
Papers
Evaluations:
Sentiment Analysis
Classification
Knowledge Extraction
Number Understanding
Text Summarization
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