Relation Extraction on DialogRE 1.0 (dev)
68.3F1 ScoreDual
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dualencoding=separate semantic structure encoding2021.05 | 68.3 | 62.2 | |
| Hierencoding=semantic information in AMR2021.05 | 68.2 | 62.2 | |
| BERTcdescription=baseline with argument representations2021.05 | 66.8 | 60.9 | |
| BERTsmodel_type=uncased base, modification=speaker-aware, batch_size=24, learning_rate=3e-5, epochs=202020.04 | 63 | 57.3 | |
| BERTsspeaker_information=special tokens2021.05 | 63 | 57.3 | |
| BERTmodel_type=uncased base, batch_size=24, learning_rate=3e-5, epochs=202020.04 | 60.6 | 55.4 | |
| BERTbaseline=Yu et al. (2020)2021.05 | 60.6 | 55.4 | |
| DHGAT2021.05 | 57.7 | 52.7 | |
| BiLSTMembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 48.1 | 44.3 | |
| LSTMembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 46.7 | 44.2 | |
| AGGCN2021.05 | 46.6 | 40.5 | |
| CNNembeddings=GloVe, features=mention embeddings, type embeddings2020.04 | 46.1 | 43.7 | |
| LSR2021.05 | 44.5 | — | |
| Majority2020.04 | 38.9 | 38.7 |