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Table 4: 

UAS in out-of-domain settings, where each model is trained on the source domain “Yahoo! Answers” and tested on each of the four target domains.

Weight-BasedInstance-Based
dotcosdotcos
WWdWWcIIdIIc
Emails 81.7 81.7 81.6 81.4 
Newsgroups 83.1 83.3 83.1 82.9 
Reviews 88.5 88.7 88.7 88.8 
Weblogs 81.9 80.9 80.9 81.9 
Average 83.8 83.7 83.6 83.8 
Weight-BasedInstance-Based
dotcosdotcos
WWdWWcIIdIIc
Emails 81.7 81.7 81.6 81.4 
Newsgroups 83.1 83.3 83.1 82.9 
Reviews 88.5 88.7 88.7 88.8 
Weblogs 81.9 80.9 80.9 81.9 
Average 83.8 83.7 83.6 83.8 
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