FinBert_finetuned_sentiment Sentiment Classification

This model is a fine-tuned version of the Chinese FinBERT model for binary sentiment classification of management responses in Chinese earnings conference call Q&A.

Base Model

The model is initialized from the original Chinese FinBERT model:

yiyanghkust/finbert-tone-chinese

Task

Binary sentiment classification of management responses.

Labels

• 0: Negative
• 1: Positive

Model

FinBert_finetuned_sentiment is fine-tuned on the manually labeled dataset used in the associated research study.

For detailed information on the dataset, research design, training procedure, evaluation, and empirical results, please refer to the associated paper.

Source Code

The complete training and evaluation code is available in the associated GitHub repository https://github.com/SCUzqy24/Chinese-Earnings-Call-Sentiment/.

Acknowledgement

We thank the authors of the original FinBERT model for making the pretrained model publicly available.