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why decoder produce same generated summary ?

Open PH-github95 opened this issue 4 years ago • 4 comments

The model had a loss of 5 and there have always the same generated summary (for all articles ) :

[UNK] [UNK] , 28 , has been charged with two counts of first-degree murder . he has been charged with two counts of attempted murder . he was sentenced to 15 years in prison and sentenced to 18 months in prison .

PH-github95 avatar Jun 14 '20 13:06 PH-github95

I have same problem with worst results at each time step my generated summary is : [UNK] [UNK] , , , , to to to . the . the . the . the . the . the . the . the . the . the . the . the . the

maham-collab avatar Nov 02 '20 02:11 maham-collab

I have same problem with worst results at each time step my generated summary is : [UNK] [UNK] , , , , to to to . the . the . the . the . the . the . the . the . the . the . the . the . the

can you help me how you solved this problem?because i facing the same issue.

tohidarehman1988 avatar Dec 24 '20 21:12 tohidarehman1988

I have same problem with worst results at each time step my generated summary is : [UNK] [UNK] , , , , to to to . the . the . the . the . the . the . the . the . the . the . the . the . the

can you help me how you solved this problem?because i facing the same issue.

I tried training the model longer. by default it is set to a while(true) loop. so I let it train for more than 4 days in a row. and validated for four days too. it helped to generate better summaries. I am using a single GPU. if you are not able to generate good results try training for longer time.

maham-collab avatar Dec 29 '20 07:12 maham-collab

I have same problem with worst results at each time step my generated summary is : [UNK] [UNK] , , , , to to to . the . the . the . the . the . the . the . the . the . the . the . the . the

can you help me how you solved this problem?because i facing the same issue.

could you solved this problem?

yuzexin05 avatar Jan 08 '22 08:01 yuzexin05