The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Model
Experiment code for our participation in the ML-ESG-2 Task of FinNLP @ IJCNLP-AACL-2023: https://sites.google.com/nlg.csie.ntu.edu.tw/finnlp2023/shared-task-esg-impact
Final Result (Team AnakItik):
- roberta-large trained on vanilla English dataset (1st place)
- xlm-roberta-large trained on translated French-to-English dataset (2nd place)