A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning

17 September 2020

Zhijian Ou

Papers citing "A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning"

41 / 41 papers shown

Title
Improving Multi-Domain Task-Oriented Dialogue System with Offline Reinforcement Learning Dharmendra Prajapat Durga Toshniwal OffRL 21 0 0 08 Nov 2024
Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue Huifang Du Shuqin Li Minghao Wu Xuejing Feng Yuan-Fang Li Haofen Wang OffRL 86 1 0 20 Jun 2024
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG) Yucheng Cai Si Chen Yi Huang Junlan Feng Zhijian Ou 47 1 0 21 May 2024
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Connor Pryor Quan Yuan J. Liu Mehran Kazemi Deepak Ramachandran Tania Bedrax-Weiss Lise Getoor 27 1 0 26 Mar 2024
Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models Huifang Du Xuejing Feng Jun Ma Meng Wang Shiyu Tao Yijie Zhong Yuanzi Li Haofen Wang 27 4 0 14 Mar 2024
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling Longxiang Liu Xiuxing Li Yang Feng 19 0 0 28 Jan 2024
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions Libo Qin Wenbo Pan Qiguang Chen Lizi Liao Zhou Yu Yue Zhang Wanxiang Che Min Li 26 10 0 15 Nov 2023
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems Muhammad Dehan Al Kautsar Rahmah Khoirussyifa' Nurdini Samuel Cahyawijaya Genta Indra Winata Ayu Purwarianti 19 0 0 02 Nov 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 35 3 0 20 Sep 2023
Curricular Transfer Learning for Sentence Encoded Tasks Jader Martins Camboim de Sá Matheus Ferraroni Sanches R. R. Souza Júlio Cesar dos Reis Leandro A. Villas 19 0 0 03 Aug 2023
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng RALM 14 3 0 22 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 75 157 0 21 Mar 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 29 94 0 22 Feb 2023
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 27 4 0 24 Oct 2022
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 26 10 0 17 Oct 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems Hong Liu Yucheng Cai Zhijian Ou Yi Huang Junlan Feng ELM 17 4 0 17 Oct 2022
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture Abhishek Sethi Zhijian Ou Yi Huang Junlan Feng RALM 21 1 0 13 Oct 2022
Schema Encoding for Transferable Dialogue State Tracking Hyunmin Jeon G. G. Lee 11 0 0 05 Oct 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset Hong Liu Hao Peng Zhijian Ou Juan-Zi Li Yi Huang Junlan Feng 19 6 0 27 Sep 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 21 1 0 15 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 15 60 0 14 Sep 2022
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng BDL 13 3 0 25 Jul 2022
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System T. Chang Wenpeng Yin Marie-Francine Moens OffRL 17 4 0 24 Jul 2022
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems Zhijian Ou Junlan Feng Juan-Zi Li Yakun Li Hong Liu Hao Peng Yi Huang Jiangjiang Zhao OffRL 26 9 0 06 Jul 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 6 30 0 05 May 2022
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking Yue Feng Aldo Lipani Fanghua Ye Qiang Zhang Emine Yilmaz 13 40 0 14 Apr 2022
Building Markovian Generative Architectures over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems Hong Liu Yucheng Cai Zhijian Ou Yi Huang Junlan Feng 11 4 0 13 Apr 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems Kun Qian Ahmad Beirami Satwik Kottur Shahin Shayandeh Paul A. Crook A. Geramifard Zhou Yu Chinnadhurai Sankar 25 15 0 15 Dec 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 16 155 0 29 Nov 2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 148 192 0 29 Sep 2021
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems Hong Liu Yucheng Cai Zhenru Lin Zhijian Ou Yi Huang Junlan Feng DRL VLM BDL 32 18 0 09 Sep 2021
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient Context Hyunmin Jeon G. G. Lee OffRL 10 11 0 07 Jul 2021
Latent Execution for Neural Program Synthesis Xinyun Chen D. Song Yuandong Tian NAI 13 52 0 29 Jun 2021
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management Silin Gao Ryuichi Takanobu Antoine Bosselut Minlie Huang 14 3 0 22 Jun 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 11 56 0 10 Jun 2021
Annotation Inconsistency and Entity Bias in MultiWOZ Kun Qian Ahmad Beirami Zhouhan Lin Ankita De A. Geramifard Zhou Yu Chinnadhurai Sankar 17 34 0 29 May 2021
Semi-Supervised Variational Reasoning for Medical Dialogue Generation Dongdong Li Z. Ren Pengjie Ren Zhumin Chen M. Fan Jun Ma Maarten de Rijke BDL DRL OffRL MedIm 16 47 0 13 May 2021
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management Silin Gao Ryuichi Takanobu Wei Peng Qun Liu Minlie Huang 22 14 0 13 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 44 266 0 10 May 2021
Domain State Tracking for a Simplified Dialogue System Hyunmin Jeon G. G. Lee 18 19 0 11 Mar 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models Jonávs Kulhánek Vojtvech Hudevcek Tomávs Nekvinda Ondrej Dusek 11 44 0 09 Feb 2021