Natural Language Understanding On Streusle
评估指标
Full F1 (Preps)
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Full F1 (Preps) | Paper Title | Repository |
|---|---|---|---|
| RoBERTa + Linear | 78.2 | - | - |
| GloVe (pred POS/lemmas) | 58.0 | Lexical Semantic Recognition | |
| BERT (gold POS/lemmas) | 71.4 | Lexical Semantic Recognition | |
| BiLSTM + MLP (auto syntax) | 53.6 | Comprehensive Supersense Disambiguation of English Prepositions and Possessives | |
| GloVe (none) | 58.1 | Lexical Semantic Recognition | |
| BERT (pred POS/lemmas) | 71.6 | Lexical Semantic Recognition | |
| SVM (feature-rich, gold syntax) | 59.5 | Comprehensive Supersense Disambiguation of English Prepositions and Possessives | |
| BiLSTM + MLP (gold syntax) | 58.9 | Comprehensive Supersense Disambiguation of English Prepositions and Possessives | |
| GloVe (gold POS/lemmas) | 61.0 | Lexical Semantic Recognition | |
| SVM (feature-rich, auto syntax) | 55.7 | Comprehensive Supersense Disambiguation of English Prepositions and Possessives | |
| BERT (none) | 70.9 | Lexical Semantic Recognition |
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