Disfluency Detection using a Bidirectional LSTM
Table 4: Correction detection on the dev set using 17 states.
['[BOLD] Model', '[BOLD] P', '[BOLD] R', '[BOLD] F']
While the BLSTM gives significantly better overall F-score, the two models have very different precision-recall tradeoffs. Augmenting the 17-state BLSTM with ILP post-processing could potentially recover some of the precision lost in moving to the BLSTM.