Zero-shot Generalization in Dialog State Tracking through Generative
Question Answering

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering

20 January 2021

Papers citing "Zero-shot Generalization in Dialog State Tracking through Generative Question Answering"

14 / 14 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 50 0 0 24 Feb 2025
A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding Abdulfattah Safa Gözde Gül Şahin 51 1 0 24 Sep 2024
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking Chuang Li Yan Zhang Min-Yen Kan Haizhou Li 18 1 0 16 Oct 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 32 4 0 28 Mar 2023
Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking Ruolin Su Jingfeng Yang Ting-Wei Wu B. Juang 24 2 0 25 Feb 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
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran Evelyn Duesterwald Vatche Isahagian 41 7 0 06 Dec 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
Controllable User Dialogue Act Augmentation for Dialogue State Tracking Chun-Mao Lai Ming-Hao Hsu Chao-Wei Huang Yun-Nung (Vivian) Chen 34 6 0 26 Jul 2022
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Han Zhou Ignacio Iacobacci Pasquale Minervini 37 2 0 12 Apr 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
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 as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 428 2,588 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018