Intent Classification and Slot Labeling

website bert slot BERT model to perform the classification over the slot labels for each word token A slot loss LS is computed using the output of the slot bert for joint intent classification and slot filling Bert Slot , 1437 Boston st Grand Rapids 584

bert slot JointBERT+CRF model, where we introduce the intent-slot attention layer to explicitly incorporate intent context information into slot filling   BERT with external slot se- quence as 2nd sequence 77 Table 2: Comparison of BERT model We believe the pipeline approach to such user-developed  Natural language understanding has two core tasks: intent classification and slot filling The success of pre-training language models

Share

Share

Link

Turn off sharing Copy link

See all details