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Universal Dependencies Parsing on Tweebank v2 (test)
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79.4
LAS F1
Ensemble (20)
71.08
73.24
75.4
77.56
Apr 23, 2018
LAS F1
UAS
Throughput (Kt/s)
Updated 4d ago
Evaluation Results
Method
Method
Links
LAS F1
UAS
Throughput (Kt/s)
Ensemble (20)
ensemble_size=20, base...
2018.04
79.4
83.4
0.2
Distillation w/ exploration
alpha=1, learning_from...
2018.04
77.9
82.1
2.3
Distillation
alpha=0.9, type=transi...
2018.04
77.8
82
2.3
Dozat et al. (2017)
system_type=graph-base...
2018.04
77.7
81.8
1.7
Distillation
alpha=1, type=transiti...
2018.04
77.6
81.8
2.3
Kong et al. (2014)
system_type=graph-base...
2018.04
76.9
81.4
0.3
Ballesteros et al. (2015)
architecture=stack LST...
2018.04
75.7
80.2
2.3
twpipe
Pipeline stage=UD parsing
2018.04
74
-
-
Dozat et al. (2017) parser
Pipeline stage=UD parsing
2018.04
71.4
-
-
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