Papers citing 'Shades of BLEU, Flavours of Success: The Case of MultiWOZ'

Title
Collaborative and Proactive Management of Task-Oriented Conversations Arezoo Saedi A. Fatemi M. Nematbakhsh S. Rosset Anne Vilnat 96 0 0 26 Sep 2025
The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented DialogsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Avinash Baidya Kamalika Das Xiang Gao LLMAG 129 1 0 13 Jun 2025
CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment Radin Shayanfar Chu Fei Luo R. Bhambhoria Samuel Dahan Xiaodan Zhu 181 0 0 02 Jun 2025
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Magdalena Kaiser P. Ernst György Szarvas 171 1 0 25 Nov 2024
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems Aman Gupta Anirudh Ravichandran Ziji Zhang Siyang Song Anurag Beniwal Narayanan Sadagopan 239 6 0 01 Nov 2024
A Zero-Shot Open-Vocabulary Pipeline for Dialogue UnderstandingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Abdulfattah Safa Gözde Gül Şahin 255 1 0 24 Sep 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Christos Vlachos Themos Stafylakis Ion Androutsopoulos 277 2 0 10 Jun 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems Xiao Yu Yunan Lu Zhou Yu RALM 193 8 0 01 Mar 2024
Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues Armand Stricker P. Paroubek 303 6 0 23 Feb 2024
A Unified Approach to Emotion Detection and Task-Oriented Dialogue Modeling Armand Stricker P. Paroubek 299 2 0 24 Jan 2024
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Songbo Hu Xiaobin Wang Moy Yuan Anna Korhonen Ivan Vulić 195 4 0 04 Jan 2024
TOD-Flow: Modeling the Structure of Task-Oriented DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sungryull Sohn Yiwei Lyu Anthony Z. Liu Lajanugen Logeswaran Dong-Ki Kim Dongsub Shim Honglak Lee 191 4 0 07 Dec 2023
Enhancing Task-Oriented Dialogues with Chitchat: a Comparative Study Based on Lexical Diversity and DivergenceAutomatic Speech Recognition & Understanding (ASRU), 2023 Armand Stricker P. Paroubek 265 1 0 23 Nov 2023
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems Nalin Kumar Ondrej Dusek 223 0 0 15 Nov 2023
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 172 1 0 14 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-trainingNatural Language Processing and Chinese Computing (NLPCC), 2023 Lucen Zhong Hengtong Lu Caixia Yuan Fangkun Zhao Jiashen Sun Ke Zeng Guanglu Wan VLM 145 0 0 01 Oct 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic PromptInternational Conference on Language Resources and Evaluation (LREC), 2023 Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 261 4 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 215 0 0 03 Aug 2023
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue SystemsSIGDIAL Conferences (SIGDIAL), 2023 Qingyang Wu James Gung Raphael Shu Yi Zhang 167 3 0 01 Aug 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
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation Takyoung Kim Jamin Shin Young-Ho Kim Sanghwan Bae Sungdong Kim 258 2 0 23 May 2023
Using Textual Interface to Align External Knowledge for End-to-End Task-Oriented Dialogue Systems Qingyang Wu Deema Alnuhait Derek Chen Zhou Yu 221 5 0 23 May 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue SystemAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Namo Bang Jeehyun Lee M. Koo 592 47 0 04 May 2023
Are LLMs All You Need for Task-Oriented Dialogue?SIGDIAL Conferences (SIGDIAL), 2023 Vojtvech Hudevcek Ondrej Dusek 168 76 0 13 Apr 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityInternational Joint Conference on Natural Language Processing (IJCNLP), 2023 Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Jane Polak Scowcroft ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 606 1,578 0 08 Feb 2023
Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? Sang-Woo Lee Sungdong Kim Donghyeon Ko Dong-hyun Ham Youngki Hong ... Wangkyo Jung Dong Wang Donghyun Kwak H. Noh W. Park 255 2 0 20 Dec 2022
Enhancing Task Bot Engagement with Synthesized Open-Domain DialogSIGDIAL Conferences (SIGDIAL), 2022 Miaoran Li Baolin Peng Michel Galley Jianfeng Gao Zhu Zhang 286 5 0 20 Dec 2022
AnyTOD: A Programmable Task-Oriented Dialog SystemConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jeffrey Zhao Yuan Cao Raghav Gupta Harrison Lee Abhinav Rastogi Mingqiu Wang H. Soltau Izhak Shafran Yonghui Wu VLM 220 13 0 20 Dec 2022
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xiao Yu Qingyang Wu Kun Qian Zhou Yu OffRL 182 12 0 30 Nov 2022
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?IEEE Transactions on Computational Social Systems (IEEE TCSS), 2022 Zhiqiang Hu Roy Ka-wei Lee Nancy F. Chen 123 5 0 24 Oct 2022
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented DialogAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 144 18 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 131 5 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 104 1 0 13 Oct 2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang Hong Ding Qing Liu Xiaojun Quan 126 1 0 15 Sep 2022
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogSIGDIAL Conferences (SIGDIAL), 2022 Tomávs Nekvinda Ondrej Dusek RALM 176 10 0 08 Sep 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
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable ModelsSIGDIAL Conferences (SIGDIAL), 2022 Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng BDL 119 4 0 25 Jul 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 121 33 0 05 May 2022
Building Markovian Generative Architectures over Pretrained LM Backbones for Efficient Task-Oriented Dialog SystemsSpoken Language Technology Workshop (SLT), 2022 Hong Liu Yucheng Cai Zhijian Ou Yi Huang Junlan Feng 115 4 0 13 Apr 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Sudipta Singha Roy Zhumin Chen Maarten de Rijke Zhaochun Ren ELM 209 7 0 02 Apr 2022