ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an
Opportunity?

ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?

2 June 2023

Benjamin Ruppik

Christian Geishauser

Carel van Niekerk

Papers citing "ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?"

19 / 19 papers shown

Title
LANID: LLM-assisted New Intent Discovery Lu Fan Jiashu Pu Rongsheng Zhang Xiao-Ming Wu 63 2 0 31 Mar 2025
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking Christopher Richardson Roshan Sharma Neeraj Gaur Parisa Haghani Anirudh S. Sundar Bhuvana Ramabhadran 57 0 0 24 Feb 2025
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 54 1 0 24 Sep 2024
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 55 1 0 05 Aug 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 54 49 0 21 May 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 44 0 0 21 May 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 29 0 0 12 Apr 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 35 159 0 06 Feb 2024
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 69 21 0 28 Nov 2023
Interpreting User Requests in the Context of Natural Language Standing Instructions Nikita Moghe Patrick Xia Jacob Andreas J. Eisner Benjamin Van Durme Harsh Jhamtani 29 3 0 16 Nov 2023
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems Songbo Hu Han Zhou Moy Yuan Milan Gritta Guchun Zhang Ignacio Iacobacci Anna Korhonen Ivan Vulić 37 3 0 19 Oct 2023
CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue Xing Cui Zekun Li Peipei Li Yibo Hu Hailin Shi Zhaofeng He 36 7 0 20 Mar 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 56 23 0 30 Nov 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 239 507 0 28 Sep 2022
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting Pradyumna Tambwekar Lakshita Dodeja Nathan Vaska Wei Xu Matthew C. Gombolay 35 0 0 17 Aug 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 384 12,081 0 04 Mar 2022
Description-Driven Task-Oriented Dialog Modeling Jeffrey Zhao Raghav Gupta Yuan Cao Dian Yu Mingqiu Wang Harrison Lee Abhinav Rastogi Izhak Shafran Yonghui Wu 48 64 0 21 Jan 2022
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,616 0 18 Sep 2019