Datasets:

TheFinAI
/

jp-chabsa

pretty_name: MultiFinBen chABSA (Japanese)
license: cc-by-4.0
language:
  - ja
task_categories:
  - text-classification
tags:
  - finance
  - benchmark
  - thefinai
  - multifinben
extra_gated_heading: Request access to MultiFinBen chABSA (Japanese)
extra_gated_description: >-
  MultiFinBen chABSA (Japanese) is released by The Fin AI for research. Access
  is granted automatically after you complete this short form.
extra_gated_button_content: Agree and access
extra_gated_prompt: >-
  By accessing this dataset you agree to its license and to cite the MultiFinBen
  paper in any resulting publication.
extra_gated_fields:
  Full name: text
  Affiliation: text
  Country: country
  Intended use:
    type: select
    options:
      - Research
      - Education
      - Commercial evaluation
      - Other
  I agree to the terms above and will cite the paper: checkbox

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}, 
}