Transferable Dialogue Systems and User Simulators

25 July 2021

Papers citing "Transferable Dialogue Systems and User Simulators"

30 / 30 papers shown

Title
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 49 172 0 25 Sep 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 77 125 0 11 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 53 526 0 02 May 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 41 59 0 26 Apr 2020
Paraphrase Augmented Task-Oriented Dialog Generation Silin Gao Yichi Zhang Zhijian Ou Zhou Yu 53 87 0 16 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 76 54 0 08 Apr 2020
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 96 182 0 24 Nov 2019
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation Jiahuan Pei Pengjie Ren Christof Monz Maarten de Rijke MoE 28 16 0 19 Nov 2019
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models Qingyang Wu Yichi Zhang Yu Li Zhou Yu VLM 49 63 0 09 Oct 2019
Teacher-Student Framework Enhanced Multi-domain Dialogue Generation Shuke Peng Xinjing Huang Zehao Lin Feng Ji Haiqing Chen Yin Zhang 50 17 0 20 Aug 2019
Structured Fusion Networks for Dialog Shikib Mehri Tejas Srinivasan M. Eskénazi 58 88 0 23 Jul 2019
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Alexandros Papangelis Yi-Chia Wang Piero Molino Gokhan Tur 31 32 0 11 Jul 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform Sungjin Lee Qi Zhu Ryuichi Takanobu Xiang Li Yaoqin Zhang ... Jinchao Li Baolin Peng Xiujun Li Minlie Huang Jianfeng Gao VLM 70 110 0 18 Apr 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models Tiancheng Zhao Kaige Xie M. Eskénazi 49 142 0 23 Feb 2019
User Modeling for Task Oriented Dialogues Izzeddin Gur Dilek Z. Hakkani-Tür Gokhan Tur Pararth Shah 100 58 0 11 Nov 2018
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 127 1,306 0 29 Sep 2018
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems Florian Kreyssig I. Casanueva Paweł Budzianowski Milica Gasic 56 74 0 17 May 2018
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 44 58 0 29 Nov 2017
Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models Bing-Quan Liu Ian Lane OffRL 38 98 0 18 Sep 2017
An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog Bing-Quan Liu Ian Lane 30 97 0 20 Aug 2017
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management Pei-hao Su Paweł Budzianowski Stefan Ultes Milica Gasic S. Young OffRL 106 129 0 01 Jul 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 116 4,441 0 07 Jun 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 49 367 0 03 Mar 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 45 164 0 17 Dec 2016
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 260 7,410 0 02 Dec 2016
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra Lihong Li Xiujun Li Jianfeng Gao Yun-Nung Chen Faisal Ahmed Li Deng 54 303 0 03 Sep 2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 92 118 0 30 Jun 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 57 1,104 0 15 Apr 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 110 1,752 0 17 Jul 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 383 27,205 0 01 Sep 2014