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Definition. Slot filling consists of identifying meaningful slots in a text. This task is commonly applied together with intent detection that aims to identify the intent in a given sentence....
BERT for Joint Intent Classification and Slot Filling. Qian Chen, Zhu Zhuo, Wen Wang. Published in arXiv.org 28 February 2019. Computer Science. TLDR. This work proposes a joint intent classification and slot filling model based on BERT that achieves significant improvement on intent classification accuracy, slot filling F1, and sentence-level ...
Original intent is a theory in law concerning constitutional and statutory interpretation.
JointIDSF: Joint intent detection and slot filling. We propose a joint model (namely, JointIDSF) for intent detection and slot filling, that extends the recent state-of-the-art JointBERT+CRF model with an intent-slot attention layer to explicitly incorporate intent context information into slot filling via "soft" intent label embedding.
(Unofficial) Pytorch implementation of JointBERT: BERT for Joint Intent Classification and Slot Filling
Rather than define a separate Intent for each possible colour, we use a Custom Slot (named 'colour') to store the value requested, and define a Custom Slot Type for it. The resulting Intent ...

