Emotion Detection on SemEval Task 3 2019 (dev)
74.6Happy Macro F1HRLCE
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HRLCEArchitecture=Hierarchical Recurrent LSTM, Embeddings=Contextualized2019.03 | 74.6 | 75.9 | 81 | 77.06 | |
| BERTBackbone=BERT-base2019.03 | 71.38 | 77.36 | 81.06 | 76.38 | |
| SA-LSTM-DeepMoji (SLD)Embeddings=GloVe + ELMo + DeepMoji, Encoder=Bidirectional LSTM, Mechanism=Self-attention2019.03 | 64.7 | 76.1 | 73.6 | 71.12 | |
| SA-LSTM (SL)Embeddings=GloVe + ELMo, Encoder=Bidirectional LSTM, Mechanism=Self-attention2019.03 | 64.3 | 75.3 | 71.8 | 70.16 |