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Benchmarks
Dialogue Act Classification on DyDA (test)
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88.1
Accuracy
DAH-CRF + LDAutt
75.412
78.706
82
85.294
Oct 22, 2018
Apr 15, 2019
Oct 8, 2019
Apr 1, 2020
Sep 23, 2020
Mar 18, 2021
Sep 10, 2021
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DAH-CRF + LDAutt
topic labels=automatic...
2018.10
88.1
Ours+Topic
speaker turn embedding...
2021.09
87.5
Ours
speaker turn embedding...
2021.09
86.9
Ours-Speaker
speaker turn embedding...
2021.09
86.8
DAH-CRF + MANUALconv
topic labels=manually...
2018.10
86.5
DAH-CRF-Manual
2021.09
86.5
DAH-CRF + LDAconv
topic labels=automatic...
2018.10
86.4
Bi-LSTM-CRF
2018.10
83.6
Bi-LSTM-CRF
2021.09
83.6
DRLM-Cond
2018.10
81.1
DRLM-Cond
2021.09
81.1
JAS
2018.10
75.9
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