Conversational Emotion Recognition on MELD (test)
61.9Macro F1 ScoreMTL with Auxiliary Speaker Identification
Evaluation Results
| Method | Links | |
|---|---|---|
| MTL with Auxiliary Speaker IdentificationWord Representation=BERT, Multi-Task Learning=true2020.03 | 61.9 | |
| MTL with Auxiliary Speaker IdentificationWord Representation=ELMo, Multi-Task Learning=true2020.03 | 61.86 | |
| MTL with Auxiliary Speaker IdentificationWord Representation=BERT, Multi-Task Learning=false2020.03 | 61.31 | |
| MTL with Auxiliary Speaker IdentificationWord Representation=ELMo, Multi-Task Learning=false2020.03 | 61.1 | |
| MTL with Auxiliary Speaker IdentificationWord Representation=GloVe, Multi-Task Learning=true2020.03 | 60.69 | |
| MTL with Auxiliary Speaker IdentificationWord Representation=GloVe, Multi-Task Learning=false2020.03 | 59.67 | |
| ConGCN2020.03 | 59.4 | |
| KET2020.03 | 58.18 | |
| DialogueGCN2020.03 | 58.1 | |
| DialogueRNN2020.03 | 57.03 | |
| cLSTM2020.03 | 56.44 | |
| CNN2020.03 | 55.02 |