NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation

30 May 2021

Papers citing "NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation"

28 / 28 papers shown

Title
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering Shuyang Li Jin Cao Mukund Sridhar Henghui Zhu Shang-Wen Li Wael Hamza Julian McAuley BDL 55 46 0 20 Jan 2021
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 66 98 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 96 529 0 02 May 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 59 59 0 07 Feb 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation Kang Min Yoo Hanbit Lee Franck Dernoncourt Trung Bui W. Chang Sang-goo Lee BDL 78 25 0 23 Jan 2020
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 126 182 0 24 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 264 10,851 0 29 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 71 69 0 01 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking Hwaran Lee Jinsik Lee Tae-Yoon Kim 42 162 0 17 Jul 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 86 437 0 21 May 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 199 3,210 0 22 Apr 2019
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 57 297 0 01 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
NSML: Meet the MLaaS platform with a real-world case study Hanjoo Kim Minkyu Kim Dongjoo Seo Jinwoong Kim Heungseok Park ... KyungHyun Kim Youngil Yang Youngkwan Kim Nako Sung Jung-Woo Ha 52 132 0 08 Oct 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 184 1,324 0 29 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 58 91 0 07 Sep 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 63 151 0 04 Jul 2018
Zero-Shot Dialog Generation with Cross-Domain Latent Actions Tiancheng Zhao M. Eskénazi VLM 69 77 0 13 May 2018
Building a Conversational Agent Overnight with Dialogue Self-Play Pararth Shah Dilek Z. Hakkani-Tür Gokhan Tur Abhinav Rastogi Ankur Bapna Neha Nayak Kennard Larry Heck 78 198 0 15 Jan 2018
NSML: A Machine Learning Platform That Enables You to Focus on Your Models Nako Sung Minkyu Kim Hyunwoo Jo Youngil Yang Jingwoong Kim ... Youngkwan Kim Gayoung Lee Donghyun Kwak Jung-Woo Ha Sunghun Kim 80 86 0 16 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 783 132,363 0 12 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 89 420 0 15 May 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 142 271 0 31 Mar 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 81 167 0 17 Dec 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 82 782 0 24 May 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 228 7,757 0 31 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014