Shangyuan Li

Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection

Few-shot Multi-label Intent Detection (MID) is crucial for dialogue systems, aiming to detect multiple intents of utterances in low-resource dialogue domains. Previous studies focus on a two-stage pipeline. They first learn representations of utterances with multiple labels and then use a threshold-