| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| UECA-Prompt: Universal Prompt for Emotion Cause Analysis | ✓ Link | 84.40 | UECA-Prompt | |
| A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis | 79.14 | RHNN | 2019-11-01 | |
| Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction | 78.68 | EF-BHA | ||
| []() | 78.61 | FSS-GCN | ||
| []() | 77.06 | MANN | ||
| RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction | ✓ Link | 76.77 | RTHN | 2019-06-04 |
| From Independent Prediction to Re-ordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification | ✓ Link | 72.42 | PAE-DGL | 2019-06-04 |
| A Question Answering Approach to Emotion Cause Extraction | 69.55 | ConvMS-Memnet | 2017-08-18 |