In this paper, we present the first public public intent detectionand slot filling dataset for Vietnamese . We also propose a jointmodel for intent detection and slot filling, that extends the recent state-of-the-art JointBERT+CRF model with an intent-slot attention layer . We publicly release our dataset and the implementation of our model at:https://://://github.com/VinAIResearch/JointIDSF. We hope to use Vietnamese as a low-resource language in these research topics .

Author(s) : Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

Links : PDF - Abstract

Code :
Coursera

Keywords : slot - intent - filling - vietnamese - model -

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