Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems

28 September 2020

Andrea Madotto

Papers citing "Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems"

20 / 70 papers shown

Title
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation Haoyang Wen Yijia Liu Wanxiang Che Libo Qin Ting Liu 50 54 0 12 Jun 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
Disentangling Language and Knowledge in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam 63 42 0 03 May 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems Andrea Madotto Chien-Sheng Wu Pascale Fung VLM 50 302 0 23 Apr 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Kam-Fai Wong Shang-Yu Su OffRL 48 156 0 18 Jan 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
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 39 128 0 07 Jul 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 59 680 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 427 129,831 0 12 Jun 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 64 224 0 01 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 57 413 0 15 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 754 11,793 0 09 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 44 367 0 03 Mar 2017
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue Mihail Eric Christopher D. Manning BDL 64 155 0 15 Jan 2017
Generative Deep Neural Networks for Dialogue: A Short Review Iulian Serban Ryan J. Lowe Laurent Charlin Joelle Pineau 54 93 0 18 Nov 2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 92 117 0 30 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 64 779 0 24 May 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 50 1,104 0 15 Apr 2016
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 84 1,768 0 19 Jun 2015