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Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking
Moreover, we supplement the annotation of supporting span for MultiWOZ 2. 1, which is the shortest span in utterances to support the labeled value.
Dialogue State Tracking
Multi-domain Dialogue State Tracking
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise
In the zero-shot setting of four Chinese legal tasks, our method improves accuracy by 33. 3\% compared to the direct generation by GPT-4.
Multidimensional Perceptron for Efficient and Explainable Long Text Classification
Because of the inevitable cost and complexity of transformer and pre-trained models, efficiency concerns are raised for long text classification.
