Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks
Table 3: TED capitalization results on test-set-2.
['[EMPTY]', 'Model', '[BOLD] UPPERCASE P', '[BOLD] UPPERCASE R', '[BOLD] UPPERCASE F1', '[BOLD] SENTENCE-CASE P', '[BOLD] SENTENCE-CASE R', '[BOLD] SENTENCE-CASE F1', '[BOLD] SINGLE-CASE P', '[BOLD] SINGLE-CASE R', '[BOLD] SINGLE-CASE F1', '[BOLD] OVERALL P', '[BOLD] OVERALL R', '[BOLD] OVERALL F1', '[BOLD] OVERALL SER']
However, improvement is not seen in UPPERCASE performance; this may be explained by the fact that this label does not correlate with any punctuation.