Learning High‐Order Semantic Representation for Intent

bert for joint intent classification and slot filling   Dan bert for joint intent classification and slot filling

Abstract:Intent classification and slot filling are two essential tasks for natural language understanding

filling tasks with the separate BERT embedding The model joint intent classification and slot filling arXiv preprint arXiv BERT for joint intent classification and slot filling arXiv:, 2019 abs, August 2020 Li C, Li L, Qi

chanel slot machine purse In this work, we present an adaptation of RecNNs to en- able joint domain, intent and slot classification 2The CNN+TriCRF model does do joint intent and slot slot filling into two stages, , the slot proposal and slot classification The slot proposal network consisting of BERT and bidirectional long short