Relation Extraction on DialogRE 1.0 (test)
67.3F1Dual
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dualencoding=separate semantic structure encoding2021.05 | 67.3 | 61.4 | |
| Hierencoding=semantic information in AMR2021.05 | 67 | 61.3 | |
| BERTcdescription=baseline with argument representations2021.05 | 66.1 | 60.2 | |
| BERTsmodel_type=uncased base, modification=speaker-aware, batch_size=24, learning_rate=3e-5, epochs=202020.04 | 61.2 | 55.4 | |
| BERTsspeaker_information=special tokens2021.05 | 61.2 | 55.4 | |
| BERTmodel_type=uncased base, batch_size=24, learning_rate=3e-5, epochs=202020.04 | 58.5 | 53.2 | |
| BERTbaseline=Yu et al. (2020)2021.05 | 58.5 | 53.2 | |
| DHGAT2021.05 | 56.1 | 50.7 | |
| BiLSTMembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 48.6 | 45 | |
| CNNembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 48 | 45 | |
| LSTMembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 47.4 | 44.9 | |
| AGGCN2021.05 | 46.2 | 39.5 | |
| LSR2021.05 | 44.4 | — | |
| Majority2020.04 | 35.8 | 35.8 |