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Table 11 BLEU metric, training on title corpus and title + abstract sentences corpus decoding results

From: Combining MEDLINE and publisher data to create parallel corpora for the automatic translation of biomedical text

Training set

Test set

EtF

FtE

EtS

StE

newstest2011

Titles

14.09

15.40

20.94

21.19

 

Abs sentences 0.0

12.00

12.82

18.43

18.77

 

Abs sentences 0.29

14.19

15.19

19.59

20.29

  

EtF

FtE

EtS

StE

Titles

Titles

47.39

47.93

49.93

50.63

Abs sentences 0.0

16.53

18.28

23.36

24.03

Abs sentences 0.29

19.29

21.12

25.00

25.59

  

EtF

FtE

EtS

StE

Titles + Abstract Sentences

Titles

47.01

48.05

49.82

50.58

Abs sentences 0.0

20.81

22.54

28.24

28.15

 

Abs sentences 0.29

24.25

25.78

29.98

30.40