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Table 7: 
Example outputs from the document transformer (out1) and our doc-reranker (out2).
src:  
   
 ref: in an interview on us cbs news magazine 60 minutes, hoffman softly sighed that in such period he would truly do anything to get drugs and alcohol. 
 out1: in an interview with the cbs news magazine “60 minutes”, hoffmann sighed that those days were really unscrupulous in getting drugs and alcohol. 
 out2: in an interview with the cbs news magazine “60 minutes”, hoffmann sighed that at that time in order to obtain drugs and alcohol, he was really unscrupulous. 
 
ref: in the meantime, more than 10 chinese personnel working in the same placewith these people have been called back to karachi. at present they are emotionally stabilized. 
 out1: at the same time, more than ten chinese personnel working at the same site have also withdrawn to karachi. their sentiments are now stable. 
 out2: at the same time, more than ten chinese personnel working with these people on the same site have also withdrawn to karachi. at present, their sentiments are stable. 
 
src:  
 cxt: …however, legislator yeung, i wish to tell you what i am doing today is to ensure every matter can proceed smoothly after the political review starts. therefore, we have to solve some basic problems first and this is a different thing all together. 
 ref: what are the basic problems
 out1: what is the basic problem
 out2: what are the basic questions
 
cxt: sword of justice: prospects for 2006 
 ref: author: sword of justice 
 out1: author: the sword of righteousness 
 out2: author: the sword of justice 
src:  
   
 ref: in an interview on us cbs news magazine 60 minutes, hoffman softly sighed that in such period he would truly do anything to get drugs and alcohol. 
 out1: in an interview with the cbs news magazine “60 minutes”, hoffmann sighed that those days were really unscrupulous in getting drugs and alcohol. 
 out2: in an interview with the cbs news magazine “60 minutes”, hoffmann sighed that at that time in order to obtain drugs and alcohol, he was really unscrupulous. 
 
ref: in the meantime, more than 10 chinese personnel working in the same placewith these people have been called back to karachi. at present they are emotionally stabilized. 
 out1: at the same time, more than ten chinese personnel working at the same site have also withdrawn to karachi. their sentiments are now stable. 
 out2: at the same time, more than ten chinese personnel working with these people on the same site have also withdrawn to karachi. at present, their sentiments are stable. 
 
src:  
 cxt: …however, legislator yeung, i wish to tell you what i am doing today is to ensure every matter can proceed smoothly after the political review starts. therefore, we have to solve some basic problems first and this is a different thing all together. 
 ref: what are the basic problems
 out1: what is the basic problem
 out2: what are the basic questions
 
cxt: sword of justice: prospects for 2006 
 ref: author: sword of justice 
 out1: author: the sword of righteousness 
 out2: author: the sword of justice 
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