424 citations · 734 across the 16 of their papers we have counts for
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cs.CL2017★ 51 cited
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur +2
In this paper, we present a neural network based task-oriented dialogue system that can be optimized end-to-end with deep reinforcement learning (RL). The system is able to track d…
cs.AI2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
Ankur Bapna, Gokhan Tur, Dilek Hakkani-Tur +1
State-of-the-art slot filling models for goal-oriented human/machine conversational language understanding systems rely on deep learning methods. While multi-task training of such…