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cs.CL2018
Multi-task learning for Joint Language Understanding and Dialogue State Tracking
Abhinav Rastogi, Raghav Gupta, Dilek Hakkani-Tur
This paper presents a novel approach for multi-task learning of language understanding (LU) and dialogue state tracking (DST) in task-oriented dialogue systems. Multi-task training…
cs.CL2018
An Efficient Approach to Encoding Context for Spoken Language Understanding
Raghav Gupta, Abhinav Rastogi, Dilek Hakkani-Tur
In task-oriented dialogue systems, spoken language understanding, or SLU, refers to the task of parsing natural language user utterances into semantic frames. Making use of context…