Sequence Labeling on Restaurant 16

77.3F1 Score

RoBERTa-BiLSTM + Global Context Mechanism

Updated 4d ago

Evaluation Results

Method	Links
RoBERTa-BiLSTM + Global Context Mechanism 2023.05		77.3
RoBERTa + CRF 2023.05		76.9
RoBERTa-BiLSTM 2023.05		76.9
RoBERTa-BiLSTM + CRF 2023.05		76.9
RoBERTa + self-attention 2023.05		76.67
RoBERTa + Global Context Mechanism 2023.05		76.2
RoBERTa-BiLSTM + self-attention 2023.05		76.01
RoBERTa 2023.05		75.47
BiLSTM(2) (RoBERTa features) 2023.05		74.36
RoBERTa + linear 2023.05		72.43
BERT-BiLSTM + self-attention 2023.05		71.59
BERT + CRF 2023.05		71.47
BERT-BiLSTM 2023.05		71.47
BERT-BiLSTM + CRF 2023.05		71.41
BERT + Global Context Mechanism 2023.05		70.98
BERT-BiLSTM + Global Context Mechanism 2023.05		70.76
BERT + self-attention 2023.05		70.39
BiLSTM(2) (BERT features) 2023.05		67.9
BERT 2023.05		66.93
BERT + linear 2023.05		66.46