no code implementations • 10 Nov 2022 • Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He
Then, the noised previous state is used as the input to learn to predict the current state, improving the model's ability to update and correct slot values.
no code implementations • 11 Oct 2022 • Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui
The unlabeled data of the DST task is incorporated into the self-training iterations, where the pseudo labels are predicted by a DST model trained on limited labeled data in advance.