FRIDAYS: A Financial Risk Information Detecting and Analyzing System

  • Chi-Han Du Academia Sinica
  • Yi-Shyuan Chiang Academia Sinica
  • Kun-Che Tsai Academia Sinica
  • Liang-Chih Liu National Taipei University of Technology
  • Ming-Feng Tsai National Chengchi University
  • Chuan-Ju Wang Academia Sinica


We present FRIDAYS, a financial risk information detecting and analyzing system that enables financial professionals to efficiently comprehend financial reports in terms of risk and domain-specific sentiment cues. Our system is designed to integrate multiple NLP models trained on financial reports but on different levels (i.e., word, multi-word, and sentence levels) and to illustrate the prediction results generated by the models. The system is available online at

Demonstration Track