We present a new state-of-the-art detector that achieves a maximum performance of 0.75 F 1 (a 14% improvement), with significantly greater generalizability than previous work.
our detector achieves performance above 0.70 F 1 across a variety of combinations of lexically different corpora for training and testing, as well as dramatic improvements (up to 4,000%) in performance when trained on a small, disfluent data set.