Sentiment Analysis on SemEval English 2017 (test)
75.86Macro-F1Unsupervised + supervised majority voting
Evaluation results
| Method | Links | |
|---|---|---|
| Unsupervised + supervised majority votingunsupervised_coeff=0.4, supervised_coeff=0.62025.11 | 75.86 | |
| LSTMmode=Non-static2025.11 | 74.84 | |
| Supervised majority voting2025.11 | 74.42 | |
| CNNmode=Non-static2025.11 | 73.73 | |
| SVMfeatures=3-feats technique2025.11 | 73.48 | |
| SVMfeatures=tf-idf2025.11 | 72.02 | |
| XLM-TTraining Setting=Multilingual2021.04 | 70.63 | |
| XLM-RTraining Setting=Multilingual2021.04 | 68.52 | |
| XLM-RTraining Setting=Monolingual2021.04 | 68.18 | |
| XLM-TTraining Setting=Bilingual, Bilingual Transfer Source Language=Es2021.04 | 67.47 | |
| XLM-TTraining Setting=Monolingual2021.04 | 66.89 | |
| XLM-RTraining Setting=Bilingual, Bilingual Transfer Source Language=It2021.04 | 65.07 | |
| Semi-supervised2025.11 | 63.45 | |
| Unsupervised2025.11 | 61.13 | |
| FTTraining Setting=Monolingual2021.04 | 50.85 |