113 citations · 454 across the 27 of their papers we have counts for
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cs.CL2018★ 2 cited
Adversarial Learning of Task-Oriented Neural Dialog Models
Bing Liu, Ian Lane
In this work, we propose an adversarial learning method for reward estimation in reinforcement learning (RL) based task-oriented dialog models. Most of the current RL based task-or…
cs.CL2018★ 20 cited
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur +2
In this work, we present a hybrid learning method for training task-oriented dialogue systems through online user interactions. Popular methods for learning task-oriented dialogues…