MultiFinBen — multilingual & multimodal financial evaluation
Collection
Datasets introduced or used in MultiFinBen (arXiv:2506.14028). • 14 items • Updated • 4
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MultiFinBen chABSA (Japanese)
📄 Paper · 💻 Code · 🌐 The Fin AI
Part of MultiFinBen — MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application (arXiv:2506.14028). Formerly
TheFinAI/jp-chABSA(the old name redirects here).
Japanese aspect-based sentiment analysis on securities reports (chABSA, Kubo et al., 2018), used as the Japanese text-analysis task in MultiFinBen (7,723 examples, macro F1).
| Task | aspect-based sentiment analysis |
| License | CC BY 4.0 |
| Language | ja |
Files
1 raw files (e.g. chABSA.json). Download with huggingface_hub.snapshot_download('TheFinAI/jp-chabsa', repo_type='dataset').
Citation
@misc{peng2025multifinbenbenchmarkinglargelanguage,
title={MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application},
author={Xueqing Peng and Lingfei Qian and Yan Wang and Ruoyu Xiang and Yueru He and Yang Ren and Mingyang Jiang and Vincent Jim Zhang and Yuqing Guo and Jeff Zhao and Huan He and Yi Han and Yun Feng and Yuechen Jiang and Yupeng Cao and Haohang Li and Yangyang Yu and Xiaoyu Wang and Penglei Gao and Shengyuan Lin and Keyi Wang and Shanshan Yang and Yilun Zhao and Zhiwei Liu and Peng Lu and Jerry Huang and Suyuchen Wang and Triantafillos Papadopoulos and Polydoros Giannouris and Efstathia Soufleri and Nuo Chen and Zhiyang Deng and Heming Fu and Yijia Zhao and Mingquan Lin and Meikang Qiu and Kaleb E Smith and Arman Cohan and Xiao-Yang Liu and Jimin Huang and Guojun Xiong and Alejandro Lopez-Lira and Xi Chen and Junichi Tsujii and Jian-Yun Nie and Sophia Ananiadou and Qianqian Xie},
year={2025},
eprint={2506.14028},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2506.14028},
}
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