Zero-Shot Dialogue State Tracking via Cross-Task Transfer

Zero-Shot Dialogue State Tracking via Cross-Task Transfer

10 September 2021

Andrea Madotto

Papers citing "Zero-Shot Dialogue State Tracking via Cross-Task Transfer"

19 / 19 papers shown

Title
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking Christopher Richardson Roshan Sharma Neeraj Gaur Parisa Haghani Anirudh S. Sundar Bhuvana Ramabhadran 47 0 0 24 Feb 2025
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications Weijie Xu Jay Desai Fanyou Wu Josef Valvoda Srinivasan H. Sengamedu LLMAG 38 1 0 15 Oct 2024
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 37 1 0 24 Sep 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking Tianwen Tang Tong Zhu Haodong Liu Yin Bai Jia Cheng Wenliang Chen MoE 19 0 0 12 Apr 2024
Turn-Level Active Learning for Dialogue State Tracking Zihan Zhang Meng Fang Fanghua Ye Ling-Hao Chen Mohammad-Reza Namazi-Rad 43 1 0 23 Oct 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 26 3 0 16 Oct 2023
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking Chuang Li Yan Zhang Min-Yen Kan Haizhou Li 13 1 0 16 Oct 2023
InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems Willy Chung Samuel Cahyawijaya Bryan Wilie Holy Lovenia Pascale Fung 17 5 0 13 Oct 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 23 4 0 15 Jun 2023
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 24 4 0 28 Mar 2023
CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue Xing Cui Zekun Li Peipei Li Yibo Hu Hailin Shi Zhaofeng He 33 7 0 20 Mar 2023
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking Ruolin Su Jingfeng Yang Ting-Wei Wu B. Juang 16 2 0 25 Feb 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 25 81 0 14 Jan 2023
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 Oct 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 34 27 0 29 Jul 2022
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues Ssu Chiu Maolin Li Yen-Ting Lin Yun-Nung (Vivian) Chen 24 31 0 22 Apr 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 29 2 0 12 Apr 2022
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue Raghav Gupta Harrison Lee Jeffrey Zhao Abhinav Rastogi Yuan Cao Yonghui Wu 27 24 0 08 Apr 2022
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 233 31,253 0 16 Jan 2013