It reflects a syntactic tendency of class-specific words to occur utterance-initially, which shows the feasibility of the online AD system.
we observe that the partial replacement of words with POS tags indeed improves over the baseline model performance, by 1.5 points on ASR output and by 1.1 points on transcripts.