Sociopragmatic classification on 16 in-domain sociopragmatic datasets (test)
46.88F1 (N=20)InfoDCL-ROBERTa
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| InfoDCL-ROBERTabase_model=RoBERTa, training_method=InfoDCL2022.03 | 46.88 | 59.44 | 72.72 | 74.47 | |
| DCLtraining_method=DCL2022.03 | 46.6 | 58.31 | 72 | 73.86 | |
| InfoDCL-BERTweetbase_model=BERTweet, training_method=InfoDCL2022.03 | 45.29 | 52.64 | 71.31 | 74.03 | |
| SimCSE-Distanttraining_method=SimCSE-Distant2022.03 | 44.99 | 54.06 | 71.56 | 73.39 | |
| BERTweetbase_model=BERTweet2022.03 | 39.14 | 38.23 | 68.35 | 73.5 | |
| RoBERTabase_model=RoBERTa-base2022.03 | 35.22 | 41.92 | 70.06 | 72.2 |