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Nikola Mrksic

A Network-based End-to-End Trainable Task-oriented Dialogue System

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Apr 24, 2017
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Dialogue manager domain adaptation using Gaussian process reinforcement learning

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Sep 09, 2016
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems

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Jun 10, 2016
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Continuously Learning Neural Dialogue Management

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Jun 08, 2016
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On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems

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Jun 02, 2016
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Multi-domain Neural Network Language Generation for Spoken Dialogue Systems

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Mar 03, 2016
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Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

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Aug 26, 2015
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Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems

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Aug 18, 2015
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Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems

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Aug 13, 2015
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Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking

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Aug 07, 2015
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