Subjectivity Analysis
A related task to sentiment analysis is the subjectivity analysis with the goal of labeling an opinion as either subjective or objective.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RoBERTa+DualCL | Accuracy | 97.34 | — | Unverified |
| 2 | BERT-Base + CLR + LSTM | Accuracy | 97.3 | — | Unverified |
| 3 | RoBERTa-large 355M + Entailment as Few-shot Learner | Accuracy | 97.1 | — | Unverified |
| 4 | BERT-Base + LSTM | Accuracy | 96.6 | — | Unverified |
| 5 | AdaSent | Accuracy | 95.5 | — | Unverified |
| 6 | VLAWE | Accuracy | 95 | — | Unverified |
| 7 | CNN+MCFA | Accuracy | 94.8 | — | Unverified |
| 8 | byte mLSTM7 | Accuracy | 94.7 | — | Unverified |
| 9 | Byte mLSTM | Accuracy | 94.6 | — | Unverified |
| 10 | USE | Accuracy | 93.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | XLM-R-Large | Accuracy | 93.56 | — | Unverified |
| 2 | RobeCzech | Accuracy | 93.29 | — | Unverified |
| 3 | Czert-B | Accuracy | 92.85 | — | Unverified |
| 4 | Czech Electra | Accuracy | 91.85 | — | Unverified |
| 5 | mBERT | Accuracy | 91.23 | — | Unverified |