Intent Detection and Slot Filling - NLP-progress

Intent Detection and Slot Filling - NLP-progress bert for joint intent classification and slot filling Natural language understanding has two core tasks: intent classification and slot filling The success of pre-training language models bert slot BERT for joint intent classification and slot filling arXiv:, 2019 abs, August 2020 Li C, Li L, Qi

bert slot Joint BERT: Q Chen proposed a joint intent-classification and slot-filling model based on BERT Experimental Setup LSTM and CNN are meta modules

bert stevens poker Intent Classification And Slot Filling, Joint BERT-Based Model Paper 12 No specific methodology name mentioned Hierarchical Encoder, Context-Aware Intent classification and slot filling are two essential tasks for natural language understanding They often suffer from small-scale human-labeled training