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Slot Filling on ATIS
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98.46
F1 Score
CTRAN
93.0104
94.4252
95.84
97.2548
Sep 6, 2016
Oct 8, 2017
Nov 10, 2018
Dec 12, 2019
Jan 13, 2021
Feb 14, 2022
Mar 19, 2023
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
CTRAN
BERT used=true
2023.03
98.46
CoBiC
2023.03
97.82
CNN-BLSTM-Aligned
2023.03
97.76
CharEmbed+CNN-LSTM-CRF
2023.03
97.32
SASBGC
BERT used=true
2023.03
96.69
Federated Learning
BERT used=true
2023.03
96.41
Joint BERT
BERT used=true
2023.03
96.1
Co-interactive Transformer
BERT used=true
2023.03
96.1
Attention BiRNN
Training protocol=Joint
2016.09
95.98
Attention Encoder-Decoder NN
Training protocol=Join...
2016.09
95.87
Bi-directional Interrelated
2023.03
95.75
Elmo+BiLSTM+CRF
2023.03
95.62
RecNN+Viterbi
Training protocol=Joint
2016.09
93.96
RecNN
Training protocol=Joint
2016.09
93.22
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