Sequence Labeling on Laptop14

70.96F1 Score

RoBERTa-BiLSTM + CRF

Updated 1mo ago

Evaluation Results

Method	Links
RoBERTa-BiLSTM + CRF 2023.05		70.96
RoBERTa + CRF 2023.05		70.78
RoBERTa + self-attention 2023.05		69.92
RoBERTa-BiLSTM + self-attention 2023.05		69.92
RoBERTa-BiLSTM 2023.05		69.52
BiLSTM(2) (RoBERTa features) 2023.05		69.43
RoBERTa + Global Context Mechanism 2023.05		69.27
RoBERTa-BiLSTM + Global Context Mechanism 2023.05		69.15
RoBERTa 2023.05		68.43
RoBERTa + linear 2023.05		67.31
BiLSTM(2) (BERT features) 2023.05		62.27
BERT-BiLSTM + CRF 2023.05		62.19
BERT + self-attention 2023.05		61.85
BERT-BiLSTM + Global Context Mechanism 2023.05		61.85
BERT-BiLSTM 2023.05		61.33
BERT-BiLSTM + self-attention 2023.05		60.77
BERT + Global Context Mechanism 2023.05		60.35
BERT + CRF 2023.05		60.3
BERT 2023.05		58.32
BERT + linear 2023.05		58.12