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Wireless Communications and Mobile Computing
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2021
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Article
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Tab 10
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Research Article
[Retracted] Analyzing the Effect of Masking Length Distribution of MLM: An Evaluation Framework and Case Study on Chinese MRC Datasets
Table 10
The evaluation results of pretrained models and human performance on span datasets.
Models
Short span dataset
Long span dataset
F1
EM
F1
EM
Human performance
93
.
56
85
.
34
90
.
47
82
.
56
PLM with short span MLM
25
.
03
23
.
93
13.09
10.79
PLM with long span MLM
24.74
23.31
13
.
28
11
.
06