Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection

20 Apr 2020Yefei ZhaRuobing LiHui Lin

Off-topic spoken response detection, the task aiming at predicting whether a response is off-topic for the corresponding prompt, is important for an automated speaking assessment system. In many real-world educational applications, off-topic spoken response detectors are required to achieve high recall for off-topic responses not only on seen prompts but also on prompts that are unseen during training... (read more)

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