Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation

15 May 2020

Papers citing "Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation"

33 / 33 papers shown

Title
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 103 55 0 08 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 120 177 0 17 Mar 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 93 106 0 12 Feb 2020
Plato Dialogue System: A Flexible Conversational AI Research Platform Alexandros Papangelis Mahdi Namazifar Chandra Khatri Yi-Chia Wang Piero Molino Gokhan Tur LLMAG 125 23 0 17 Jan 2020
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context Yichi Zhang Zhijian Ou Zhou Yu 128 182 0 24 Nov 2019
The Eighth Dialog System Technology Challenge Seokhwan Kim Michel Galley Chulaka Gunasekara Sungjin Lee Adam Atkinson ... Tim K. Marks Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta VLM 63 65 0 14 Nov 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 91 62 0 15 Sep 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation Liliang Ren Jianmo Ni Julian McAuley 74 80 0 02 Sep 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 95 92 0 28 Aug 2019
Dialog State Tracking: A Neural Reading Comprehension Approach Shuyang Gao Abhishek Sethi Sanchit Agarwal Tagyoung Chung Dilek Z. Hakkani-Tür 50 161 0 06 Aug 2019
Structured Fusion Networks for Dialog Shikib Mehri Tejas Srinivasan M. Eskénazi 99 89 0 23 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
Multi-Task Networks With Universe, Group, and Task Feature Learning Shiva K. Pentyala Mengwen Liu Markus Dreyer 122 23 0 03 Jul 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue Anusha Balakrishnan J. Rao Kartikeya Upasani Michael White R. Subba 126 83 0 17 Jun 2019
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention Wenhu Chen Jianshu Chen Pengda Qin Xifeng Yan William Yang Wang 79 129 0 30 May 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
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 83 111 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 78 142 0 23 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
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
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 109 676 0 21 Sep 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing Osman Ramadan Paweł Budzianowski Milica Gasic 73 115 0 17 Jul 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 68 188 0 19 May 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems Andrea Madotto Chien-Sheng Wu Pascale Fung VLM 62 304 0 23 Apr 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 59 160 0 18 Apr 2018
Rasa: Open Source Language Understanding and Dialogue Management Tom Bocklisch Joe Faulkner Nick Pawlowski Alan Nichol VLM 52 429 0 14 Dec 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 97 615 0 07 Jun 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning Baolin Peng Xiujun Li Lihong Li Jianfeng Gao Asli Celikyilmaz Sungjin Lee Kam-Fai Wong BDL 62 190 0 10 Apr 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 77 335 0 10 Feb 2017
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 83 304 0 03 Sep 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young OffRL 77 170 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 77 1,109 0 15 Apr 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 104 951 0 07 Aug 2015