To address the lack of benchmark datasets for this task, we construct a new dataset consisting of 15, utterances collected from the real log data of a commercial intelligent assistant and will release the dataset to facilitate future research activity.
In addition, we investigate using tweets and Web search queries for handling open-domain user utterances, which characterize the dating site bios rom cheat of chat detection.
Experimental experiments demonstrated that, while simple supervised methods are effective, the use of the tweets and search queries further improves the F1-score from Anthology ID: P Volume:.
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