Sentiment Analysis On Fiqa
評価指標
MSE
R^2
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | MSE | R^2 | Paper Title | Repository |
|---|---|---|---|---|
| Deep Representations | 0.08 | 0.40 | Financial Aspect-Based Sentiment Analysis using Deep Representations | - |
| FinBERT | 0.07 | 0.55 | FinBERT: Financial Sentiment Analysis with Pre-trained Language Models | |
| Deep Neural Networks (DNN) | 0.09 | 0.41 | Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach | - |
| k-RoBERTa (parallel) | 0.05 | 0.71 | Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis | - |
0 of 4 row(s) selected.