Rethinking Supervised Learning and Reinforcement Learning in
Task-Oriented Dialogue Systems

Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems

21 September 2020

Maarten de Rijke

Papers citing "Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems"

6 / 6 papers shown

Title
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 147 1,310 0 29 Sep 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen OffRL 53 67 0 28 Aug 2018
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen Kam-Fai Wong 51 65 0 31 Oct 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 61 368 0 03 Mar 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 246 5,358 0 03 Nov 2016
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Jason Weston Antoine Bordes S. Chopra Alexander M. Rush Bart van Merriënboer Armand Joulin Tomas Mikolov LRM ELM 125 1,180 0 19 Feb 2015

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