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Table 6 Human evaluation on randomly sampled subset (30 interactions per PTM, unless there are fewer predictions) selected after thresholding on average confidence and standard deviation

From: Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT

 

Acety.

Dephosph.

Methy.

Phosph.

Ubiquit.

Total

Correct

0

11

11

6

0

28

Incorrect—DNA methylation

0

0

2

0

0

2

Incorrect—NER

0

2

1

3

0

6

Incorrect—no trigger word

0

1

0

2

4

7

Incorrect—opposite type

0

1

0

0

0

1

Incorrect—relationship not described

0

14

4

19

0

37

Not—sure

1

0

1

0

0

2

Total

1

29

19

30

4

83