Show, Don't Tell: Demonstrations Outperform Descriptions for
Schema-Guided Task-Oriented Dialogue

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue

8 April 2022

Abhinav Rastogi

Papers citing "Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue"

15 / 15 papers shown

Title
Retrieval Augmented End-to-End Spoken Dialog Models Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 22 11 0 02 Feb 2024
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
Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns Alexandru Coca Bo-Hsiang Tseng J. Chen Weizhe Lin Weixuan Zhang Tisha Anders Bill Byrne 13 0 0 23 Sep 2023
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking Angela Ramirez Karik Agarwal Juraj Juraska Utkarsh Garg M. Walker 22 5 0 26 Jul 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking Brendan King Jeffrey Flanigan 16 8 0 04 Jul 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 15 4 0 15 Jun 2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 6 9 0 08 Jun 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Raghavi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 16 3 0 23 May 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 16 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 16 8 0 20 Dec 2022
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran E. Duesterwald Vatche Isahagian 18 7 0 06 Dec 2022
Knowledge-grounded Dialog State Tracking Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau BDL 35 3 0 13 Oct 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 19 27 0 29 Jul 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 41 64 0 21 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 64 29 0 13 Oct 2021