Sequence Labeling on Restaurant15

69.37F1 Score

RoBERTa-BiLSTM + Global Context Mechanism

Updated 1mo ago

Evaluation Results

Method	Links
RoBERTa-BiLSTM + Global Context Mechanism 2023.05		69.37
RoBERTa-BiLSTM + CRF 2023.05		69.11
BiLSTM(2) (RoBERTa features) 2023.05		69.11
RoBERTa-BiLSTM 2023.05		68.54
RoBERTa + CRF 2023.05		68.39
RoBERTa + Global Context Mechanism 2023.05		68.34
RoBERTa-BiLSTM + self-attention 2023.05		68.34
RoBERTa + self-attention 2023.05		68.15
RoBERTa 2023.05		66.97
RoBERTa + linear 2023.05		62.05
BERT-BiLSTM + CRF 2023.05		61.74
BERT-BiLSTM + self-attention 2023.05		61.72
BERT-BiLSTM + Global Context Mechanism 2023.05		61.65
BERT-BiLSTM 2023.05		61.58
BERT + CRF 2023.05		60.76
BiLSTM(2) (BERT features) 2023.05		60.44
BERT + Global Context Mechanism 2023.05		60.31
BERT + self-attention 2023.05		59.56
BERT + linear 2023.05		59.13
BERT 2023.05		57.59