| Paper | Code | MSE | R^2 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis | 0.05 | 0.71 | k-RoBERTa (parallel) | 2021-11-16 | |
| FinBERT: Financial Sentiment Analysis with Pre-trained Language Models | ✓ Link | 0.07 | 0.55 | FinBERT | 2019-08-27 |
| Financial Aspect-Based Sentiment Analysis using Deep Representations | 0.08 | 0.40 | Deep Representations | 2018-08-23 | |
| Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach | 0.09 | 0.41 | Deep Neural Networks (DNN) | 2018-04-01 |