Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing

17 July 2018

Papers citing "Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing"

31 / 31 papers shown

Title
Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema A. Mosharrof M. H. Maqbool A. B. Siddique VLM 32 4 0 28 Mar 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 30 7 0 18 Feb 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking Jing Xu Dandan Song Chong Liu Siu Cheung Hui Fei Li Qiang Ju Xiaonan He Jian Xie 24 5 0 16 Feb 2023
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 29 2 0 19 Dec 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 28 34 0 20 May 2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data Kai Nakamura Sharon Levy Yi-Lin Tuan Wenhu Chen Wei Wang LMTD 30 32 0 28 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 37 2 0 12 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Wu Zhoujun Li 30 4 0 09 Apr 2022
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 39 31 0 15 Oct 2021
Improving Dialogue State Tracking by Joint Slot Modeling Ting-Rui Chiang Yi-Ting Yeh 25 2 0 29 Sep 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance Carel van Niekerk A. Malinin Christian Geishauser Michael Heck Hsien-chin Lin Nurul Lubis Shutong Feng Milica Gavsić 26 9 0 09 Sep 2021
ShopTalk: A System for Conversational Faceted Search G. Manku James Lee-Thorp Bhargav Kanagal Joshua Ainslie Jingchen Feng ... Jim Rosswog Sumit Sanghai Michael Pohl Larry Adams D. Sivakumar 20 1 0 02 Sep 2021
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking Linhao Zhang Houfeng Wang 30 0 0 25 Jul 2021
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Qian Li Hao Peng Jianxin Li Jia Wu Yuanxing Ning Lihong Wang Philip S. Yu Zhendong Wang 27 26 0 23 Jun 2021
DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue O. Olabiyi P. Bhattarai C. Bayan Bruss Zachary Kulis 21 2 0 04 Oct 2020
Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules Edgar Altszyler Pablo Brusco Nikoletta Basiou John Byrnes D. Vergyri 30 7 0 17 Sep 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 30 20 0 05 May 2020
Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan Deyi Xiong 11 20 0 29 Apr 2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking Xiaohui Song Liangjun Zang Yipeng Su Xing Wu Jizhong Han Songlin Hu 19 10 0 22 Feb 2020
Non-Autoregressive Dialog State Tracking Hung Le R. Socher Guosheng Lin 32 52 0 19 Feb 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 21 105 0 12 Feb 2020
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems Vevake Balaraman Bernardo Magnini 20 19 0 21 Jan 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 21 196 0 09 Nov 2019
Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Li Zhou Kevin Small 25 85 0 07 Nov 2019
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking Jianguo Zhang Kazuma Hashimoto Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 50 167 0 08 Oct 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 24 25 0 21 Aug 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 19 35 0 27 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 27 110 0 18 Apr 2019
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 36 1,300 0 29 Sep 2018
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems Florian Kreyssig I. Casanueva Paweł Budzianowski Milica Gasic 22 74 0 17 May 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014