Domain-independent User Simulation with Transformers for Task-oriented
Dialogue Systems

Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems

16 June 2021

Carel van Niekerk

Christian Geishauser

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Papers citing "Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems"

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Title
Goal Alignment in LLM-Based User Simulators for Conversational AI Shuhaib Mehri Xiaocheng Yang Takyoung Kim Gokhan Tur Shikib Mehri Dilek Hakkani-Tur LLMAG 111 2 0 27 Jul 2025
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesInternational Conference on Language Resources and Evaluation (LREC), 2024 Xiang Luo Zhiwen Tang Jin Wang Xuejie Zhang 197 12 0 16 May 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems Ivan Sekulić Silvia Terragni Victor Guimaraes Nghia Khau Bruna Guedes Modestas Filipavicius A. Manso Roland Mathis 125 13 0 20 Feb 2024
EmoUS: Simulating User Emotions in Task-Oriented DialoguesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Hsien-chin Lin Shutong Feng Christian Geishauser Nurul Lubis Carel van Niekerk Michael Heck Benjamin Ruppik Renato Vukovic Milica Gavsić 102 15 0 02 Jun 2023
Adversarial learning of neural user simulators for dialogue policy optimisation Simon Keizer Caroline Dockes N. Braunschweiler Svetlana Stoyanchev R. Doddipatla 113 0 0 01 Jun 2023
In-Context Learning User Simulators for Task-Oriented Dialog Systems Silvia Terragni Modestas Filipavicius Nghia Khau Bruna Guedes A. Manso Roland Mathis 166 16 0 01 Jun 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Muhammad Usama Junaid Qadir 396 66 0 21 Mar 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data FormatConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Shiyu Huang 229 30 0 30 Nov 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 131 5 0 17 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and reviewNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Robert Bamler Zhijing Jin 516 128 0 06 Oct 2022
Dialogue Evaluation with Offline Reinforcement LearningSIGDIAL Conferences (SIGDIAL), 2022 Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 142 4 0 02 Sep 2022
LAD: Language Models as Data for Zero-Shot DialogSIGDIAL Conferences (SIGDIAL), 2022 Shikib Mehri Yasemin Altun M. Eskénazi 150 27 0 28 Jul 2022
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational NetworksSIGDIAL Conferences (SIGDIAL), 2022 Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Dilek Z. Hakkani-Tür 95 8 0 22 Jul 2022
Dynamic Dialogue Policy for Continual Reinforcement LearningInternational Conference on Computational Linguistics (COLING), 2022 Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-chin Lin Shutong Feng Milica Gavsić CLL OffRL 168 18 0 12 Apr 2022
Training Conversational Agents with Generative Conversational Networks Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Dilek Z. Hakkani-Tür 145 0 0 15 Oct 2021