Top-level Implicit Discourse Relation Recognition on PDTB 3.0 (test)
69.06Macro F1PEMI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PEMIEmbedding Layer=RoBERTa, Trainable Params=<130K2024.02 | 69.06 | 73.27 | |
| FT-RoBERTaEmbedding Layer=RoBERTa, Trainable Params=>125M2024.02 | 66.94 | 71.91 | |
| MANFEmbedding Layer=BERT, Trainable Params=>110M2024.02 | 56.63 | 64.04 | |
| MANFEmbedding Layer=word2vec, Trainable Params=>10M2024.02 | 53.14 | 60.45 | |
| IPALEmbedding Layer=BERT, Trainable Params=>110M2024.02 | 49.45 | 58.01 | |
| MANNEmbedding Layer=word2vec, Trainable Params=>1M2024.02 | 47.29 | 57.06 | |
| NNMAEmbedding Layer=GloVe, Trainable Params=>5M2024.02 | 46.13 | 57.67 |