Transferable Dialogue Systems and User Simulators

25 July 2021

Papers citing "Transferable Dialogue Systems and User Simulators"

30 / 30 papers shown

Title
Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification Junhua Liu Yong Keat Tan Bin Fu Kwan Hui Lim 64 1 0 21 Nov 2024
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use Jiajun Xi Yinong He Jianing Yang Yinpei Dai Joyce Chai LM&Ro 24 2 0 31 Oct 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton Yiyou Sun Junjie Hu Wei Cheng Haifeng Chen RALM AI4CE 26 1 0 06 Feb 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 26 1 0 28 Dec 2023
Think, Act, and Ask: Open-World Interactive Personalized Robot Navigation Yinpei Dai Run Peng Sikai Li Joyce Chai LM&Ro 32 24 0 12 Oct 2023
Data Augmentation for Conversational AI Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 30 3 0 09 Sep 2023
Dataflow Dialogue Generation J. Meron Victor Guimaraes 22 0 0 04 Aug 2023
User Simulation for Evaluating Information Access Systems K. Balog ChengXiang Zhai 24 29 0 14 Jun 2023
EmoUS: Simulating User Emotions in Task-Oriented Dialogues Hsien-chin Lin Shutong Feng Christian Geishauser Nurul Lubis Carel van Niekerk Michael Heck Benjamin Ruppik Renato Vukovic Milica Gavsić 11 12 0 02 Jun 2023
Adversarial learning of neural user simulators for dialogue policy optimisation Simon Keizer Caroline Dockes N. Braunschweiler Svetlana Stoyanchev R. Doddipatla 14 0 0 01 Jun 2023
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation Siyuan Chen Mengyue Wu Ke Zhu Kunyao Lan Zhiling Zhang Lyuchun Cui AI4MH 21 49 0 23 May 2023
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 21 10 0 30 Nov 2022
Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator Qinyuan Cheng Linyang Li Guofeng Quan Feng Gao Xiaofeng Mou Xipeng Qiu 11 12 0 26 Oct 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Qi Liu Zihuiwen Ye Tao Yu Phil Blunsom Linfeng Song 34 10 0 21 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 19 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
Controllable Dialogue Simulation with In-Context Learning Zekun Li Wenhu Chen Shiyang Li Hong Wang Jingu Qian Xi Yan 136 44 0 09 Oct 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 34 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 17 60 0 14 Sep 2022
Dialogue Evaluation with Offline Reinforcement Learning Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 19 4 0 02 Sep 2022
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers Hsien-Chin Lin Christian Geishauser Shutong Feng Nurul Lubis Carel van Niekerk Michael Heck Milica Gavsić 17 24 0 23 Aug 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 15 7 0 25 Jul 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Kevin Yang Olivia Deng Charles C. Chen Richard Shin Subhro Roy Benjamin Van Durme 37 10 0 18 May 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Pengjie Ren Zhumin Chen Maarten de Rijke Z. Ren ELM 17 5 0 02 Apr 2022
Toward Self-learning End-to-End Task-Oriented Dialog Systems Xiaoying Zhang Baolin Peng Jianfeng Gao Helen M. Meng 19 6 0 18 Jan 2022
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 24 156 0 29 Nov 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 24 0 0 23 Sep 2021
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 22 20 0 05 May 2020
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 16 2 0 04 Nov 2018
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 57 117 0 30 Jun 2016