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Table 8
Example outputs from the sent-reranker (out1) and the doc-reranker (out2). cxt refers to context.
src:  
 cxt: …the criminal used a submachine gun to fire a barrage of shots, and three engineers died unfortunately. … 
 ref: at the same time, we in china verified the identities of the dead within the shortest possible time. 
 out1: at the same time, we spent the shortest time in china to verify the identity of the deceased. 
 out2: at the same time, we spent the shortest time in china to verify the identities of the deceased. 
 
src:  
 cxt: …when the plane carrying the three survivors and 11 other personnel arrived in Hefei, people waiting at the airport heaved a long sigh of relief. …after the incident occurred, it made proper arrangements for them. 
 ref: now they will also be escorted home safely. 
 out1: now they have to send it home safely. 
 out2: now they want to send them safely to their homes. 
 
cxt: …a traffic accident occurred at the 58 kilometer point of the beijing-harbin highway, with a spill from an oil tanker leading to the closure of a section of the highway. …it was learned that the oil tanker contained waste oil from charcoal production. … 
 ref: the section of the highway from harbin to shuangcheng was closed, with many vehicles detoured. 
 out1: part of the roads heading towards shuangcheng in harbin are closed, and many vehicles are bypassing. 
 out2: part of the road from harbin to shuangcheng was closed , and many vehicles were bypassing. 
 
cxt: …with regard to coalmine safety this year, saws will effectively carry out the following three tasks: –continue to effectively tackle the tough issue of controlling methane. … 
 ref: continue to effectively tackle the tough issue of restructuring and shutting down. 
 out1: we should continue to make a success of the rectification and closure battle. 
 out2: continue to fight the battle of rectification and closure. 
 
cxt: …first, such abuse of “quota” restricts the thorough implementation of world trade organization’s free trade principle. on one hand, u.s. is talking in high-sounding tone about “free trade”. on the other hand, it re-establishes trade barriers and stabs your back at will with “quotas”. does it appear too arbitrary and unfair? 
 ref: second, “quota” limits the nice growth trend in sino-america trade relation. 
 out1: second, the “restriction” restricts the good development momentum of sino-us economic and trade relations. 
 out2: second, the “quota” restricts the good development momentum of sino-us economic and trade relations. 
src:  
 cxt: …the criminal used a submachine gun to fire a barrage of shots, and three engineers died unfortunately. … 
 ref: at the same time, we in china verified the identities of the dead within the shortest possible time. 
 out1: at the same time, we spent the shortest time in china to verify the identity of the deceased. 
 out2: at the same time, we spent the shortest time in china to verify the identities of the deceased. 
 
src:  
 cxt: …when the plane carrying the three survivors and 11 other personnel arrived in Hefei, people waiting at the airport heaved a long sigh of relief. …after the incident occurred, it made proper arrangements for them. 
 ref: now they will also be escorted home safely. 
 out1: now they have to send it home safely. 
 out2: now they want to send them safely to their homes. 
 
cxt: …a traffic accident occurred at the 58 kilometer point of the beijing-harbin highway, with a spill from an oil tanker leading to the closure of a section of the highway. …it was learned that the oil tanker contained waste oil from charcoal production. … 
 ref: the section of the highway from harbin to shuangcheng was closed, with many vehicles detoured. 
 out1: part of the roads heading towards shuangcheng in harbin are closed, and many vehicles are bypassing. 
 out2: part of the road from harbin to shuangcheng was closed , and many vehicles were bypassing. 
 
cxt: …with regard to coalmine safety this year, saws will effectively carry out the following three tasks: –continue to effectively tackle the tough issue of controlling methane. … 
 ref: continue to effectively tackle the tough issue of restructuring and shutting down. 
 out1: we should continue to make a success of the rectification and closure battle. 
 out2: continue to fight the battle of rectification and closure. 
 
cxt: …first, such abuse of “quota” restricts the thorough implementation of world trade organization’s free trade principle. on one hand, u.s. is talking in high-sounding tone about “free trade”. on the other hand, it re-establishes trade barriers and stabs your back at will with “quotas”. does it appear too arbitrary and unfair? 
 ref: second, “quota” limits the nice growth trend in sino-america trade relation. 
 out1: second, the “restriction” restricts the good development momentum of sino-us economic and trade relations. 
 out2: second, the “quota” restricts the good development momentum of sino-us economic and trade relations. 
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