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Results of Statistical Machine Translation

Table 7 shows the summary of the results of our statistical machine translation evaluation for the Intrinsic-JE and Intrinsic-EJ and Extrinsic-EJ tasks. Human evaluation results are also included. In this table, "standard" means the results of normal statistical machine translation and "proposed" means the results of removed long parallel sentences from the training parallel data.

As can be seen this table7, our proposed method was effective for the Intrinsic-JE task. However, it was not effective for the Intrinsic-EJ tasks.


Table 7: Results
Human evaluation  
 
Intrinsic proposed 22.29 2.58 3.44  
-JE (GROUP-ID=N,RUN=1) (GROUP-ID=tori)  
Intrinsic standard 21.62  
-JE (GROUP-ID=N,RUN=2)  
Intrinsic proposed 23.93  
-EJ (GROUP-ID=N,RUN=1)  
Intrinsic standard 25.33  
-EJ (GROUP-ID=N,RUN=2)  
MAP recall relax  
Extrinsic standard 0.3197 0.7652  
-EJ (GROUP-ID=N,RUN=2)  
 

Table 8 shows examples of the results of our statistical machine translation for the Intrinsic-JE task using proposed method. Table 9 shows examples of the results of our statistical machine translation for the Intrinsic-JE task using stardard method. Table 10 shows examples of the results of our statistical machine translation for the Intrinsic-EJ task using proposed method. Table 11 shows examples of the results of our statistical machine translation for the Intrinsic-EJ task using stardard method. Table 12 shows examples of the results of our statistical machine translation for the Extrinsic-EJ task using stardard method.


next up previous
Next: Discussion Up: Statistical Machine Translation with Previous: Decoder
Jin'ichi Murakami 2008-12-22