Aspect Category Polarity on SemEval Task 4 Subtask 4 2014 (test)
85.94-way AccuracyBERT-pair-QA-B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BERT-pair-QA-BFine-tuning mode=Sentence pair classification, Task=QA-B2019.03 | 85.9 | 89.9 | 95.6 | |
| BERT-pair-QA-MFine-tuning mode=Sentence pair classification, Task=QA-M2019.03 | 85.2 | 89.3 | 95.4 | |
| BERT-pair-NLI-MFine-tuning mode=Sentence pair classification, Task=NLI-M2019.03 | 85.1 | 88.7 | 94.4 | |
| BERT-pair-NLI-BFine-tuning mode=Sentence pair classification, Task=NLI-B2019.03 | 84.6 | 88.7 | 95.1 | |
| BERT-singleFine-tuning mode=Single sentence classification2019.03 | 83.7 | 86.9 | 93.3 | |
| NRC-Canada2019.03 | 82.9 | — | — | |
| XRCE2019.03 | 78.1 | — | — | |
| ATAE-LSTM2019.03 | — | 84 | 89.9 | |
| LSTM2019.03 | — | 82 | 88.3 |