Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking

10 May 2021

Andrea Madotto

Papers citing "Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking"

23 / 23 papers shown

Title
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 46 1 0 15 Oct 2024
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 51 1 0 24 Sep 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 31 0 0 21 May 2024
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 32 3 0 19 Oct 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 38 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 15 1 0 16 Oct 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 36 10 0 26 Jul 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 29 4 0 28 Mar 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 26 7 0 26 Jan 2023
AnyTOD: A Programmable Task-Oriented Dialog System Jeffrey Zhao Yuan Cao Raghav Gupta Harrison Lee Abhinav Rastogi Mingqiu Wang H. Soltau Izhak Shafran Yonghui Wu VLM 36 10 0 20 Dec 2022
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 53 23 0 30 Nov 2022
Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking Jihyun Lee C. Lee Yunsu Kim G. G. Lee 20 0 0 17 Nov 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 41 27 0 29 Jul 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 29 24 0 08 Apr 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 25 5 0 02 Apr 2022
Continual Prompt Tuning for Dialog State Tracking Qi Zhu Bing Li Fei Mi Xiaoyan Zhu Minlie Huang CLL KELM 34 57 0 13 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin Hangyeol Yu Hyeongdon Moon Andrea Madotto Juneyoung Park 30 29 0 03 Mar 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 28 297 0 16 Jan 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 74 33 0 13 Oct 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 36 132 0 16 Sep 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 27 32 0 28 Aug 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021