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Table 7 

The list of paraphrases with the initial ranking (correct paraphrases are underlined).

Log-likelihood
Replacement
Verb–DirectObject
hold back truth:  
−13.09 contain 
−14.15 conceal 
−14.62 suppress 
−15.13 hold 
−16.23 keep 
−16.24 defend 
 
stir excitement:  
−14.28 create 
−14.84 provoke 
−15.53 make 
−15.53 elicit 
−15.53 arouse 
−16.23 stimulate 
−16.23 raise 
−16.23 excite 
−16.23 conjure 
 
leak report:  
−11.78 reveal 
−12.59 issue 
−13.18 disclose 
−13.28 emerge 
−14.84 expose 
−16.23 discover 
 
Subject–Verb 
campaign surge
−13.01 run 
−15.53 improve 
−16.23 soar 
−16.23 lift 
Log-likelihood
Replacement
Verb–DirectObject
hold back truth:  
−13.09 contain 
−14.15 conceal 
−14.62 suppress 
−15.13 hold 
−16.23 keep 
−16.24 defend 
 
stir excitement:  
−14.28 create 
−14.84 provoke 
−15.53 make 
−15.53 elicit 
−15.53 arouse 
−16.23 stimulate 
−16.23 raise 
−16.23 excite 
−16.23 conjure 
 
leak report:  
−11.78 reveal 
−12.59 issue 
−13.18 disclose 
−13.28 emerge 
−14.84 expose 
−16.23 discover 
 
Subject–Verb 
campaign surge
−13.01 run 
−15.53 improve 
−16.23 soar 
−16.23 lift 
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