MSR
F1
ZEN (Random Init)
Chinese Word Segmentation
97.89
CTB5 Dev
F1
ZEN (Random Init)
Chinese Part-of-Speech Tagging
96.12
CTB5
F1
ZEN (Random Init)
Chinese Part-of-Speech Tagging
95.82
MSRA
F1
ZEN (Random Init)
Chinese Named Entity Recognition
93.24
THUCNews Dev
F1
ZEN (Random Init)
Chinese Document Classification
97.2
THUCNews
F1
ZEN (Random Init)
Chinese Document Classification
96.87
ChnSentiCorp Dev
F1
ZEN (Random Init)
Chinese Sentiment Analysis
94.87
ChnSentiCorp
F1
ZEN (Random Init)
Chinese Sentiment Analysis
94.42
LCQMC Dev
F1
ZEN (Random Init)
Chinese Sentence Pair Classification
88.1
LCQMC
F1
ZEN (Random Init)
Chinese Sentence Pair Classification
85.27
XNLI Dev
F1
ZEN (Random Init)
Chinese Sentence Pair Classification
77.11
XNLI
F1
ZEN (Random Init)
Chinese Sentence Pair Classification
77.03
MSR
F1
ZEN (Init with Chinese BERT)
Chinese Word Segmentation
98.35
CTB5 Dev
F1
ZEN (Init with Chinese BERT)
Chinese Part-of-Speech Tagging
97.43
CTB5
F1
ZEN (Init with Chinese BERT)
Chinese Part-of-Speech Tagging
96.64
MSRA
F1
ZEN (Init with Chinese BERT)
Chinese Named Entity Recognition
95.25
THUCNews Dev
F1
ZEN (Init with Chinese BERT)
Chinese Document Classification
97.66
THUCNews
F1
ZEN (Init with Chinese BERT)
Chinese Document Classification
97.64
ChnSentiCorp Dev
F1
ZEN (Init with Chinese BERT)
Chinese Sentiment Analysis
95.66
ChnSentiCorp
F1
ZEN (Init with Chinese BERT)
Chinese Sentiment Analysis
96.08
LCQMC Dev
F1
ZEN (Init with Chinese BERT)
Chinese Sentence Pair Classification
90.2
LCQMC
F1
ZEN (Init with Chinese BERT)
Chinese Sentence Pair Classification
87.95
XNLI Dev
F1
ZEN (Init with Chinese BERT)
Chinese Sentence Pair Classification
80.48
XNLI
F1
ZEN (Init with Chinese BERT)
Chinese Sentence Pair Classification
79.2